Signal, Statistics and Learning [S2A] publications

Scientific publications

911 documents

Articles dans une revue230 document

Jhony Giraldo, Aref Einizade, Andjela Todorovic, Jhon Castro-Correa, Mohsen Badiey, et al.. Higher-Order GNNs Meet Efficiency: Sparse Sobolev Graph Neural Networks. IEEE Transactions on Signal and Information Processing over Networks, 2024, pp.1-12. ⟨10.1109/TSIPN.2024.3503416⟩. ⟨hal-04801077⟩
Carlos Fernández. Regenerative bootstrap for β-null recurrent Markov chains. Electronic Journal of Statistics , 2024, 18, pp.4851-4881. ⟨hal-04299736v3⟩
Hugo Malard, Michel Olvera, Stéphane Lathuiliere, Slim Essid. An Eye for an Ear: Zero-shot Audio Description Leveraging an Image Captioner using Audiovisual Distribution Alignment. Advances in Neural Information Processing Systems, 2024. ⟨hal-04729913⟩
Vincent Brault, Emilie Devijver, Charlotte Laclau. Mixture of segmentation for heterogeneous functional data. Electronic Journal of Statistics , 2024, 18 (2), ⟨10.1214/24-EJS2286⟩. ⟨hal-04036482v3⟩
Cyril Chhun, Fabian M. Suchanek, Chloé Clavel. Do Language Models Enjoy Their Own Stories? Prompting Large Language Models for Automatic Story Evaluation. Transactions of the Association for Computational Linguistics, 2024, 12, pp.1122-1142. ⟨10.1162/tacl_a_00689⟩. ⟨hal-04593961v2⟩
Stéphan Clémençon, Nathan Huet, Anne Sabourin. Regular variation in Hilbert spaces and principal component analysis for functional extremes. Stochastic Processes and their Applications, 2024, 174, pp.104375. ⟨10.1016/j.spa.2024.104375⟩. ⟨hal-04577420⟩
Roland Badeau. Statistical wave field theory. Journal of the Acoustical Society of America, 2024, 156 (1), pp.573 - 599. ⟨10.1121/10.0027914⟩. ⟨hal-04655069⟩
Aina Garí Soler, Matthieu Labeau, Chloé Clavel. The Impact of Word Splitting on the Semantic Content of Contextualized Word Representations. Transactions of the Association for Computational Linguistics, 2024, 12, pp.299-320. ⟨10.1162/tacl_a_00647⟩. ⟨hal-04593480⟩
Jean-Dominique Polack, Hugo Dujourdy, Roland Badeau. Absorptive nature of scattering coefficients in stress-energy tensor formalism for room acoustics. Journal of the Acoustical Society of America, 2024, 155 (4), pp.2339 - 2346. ⟨10.1121/10.0025468⟩. ⟨hal-04548715v2⟩
Christophe Giraud, Yann Issartel, Luc Lehericy, Matthieu Lerasle. Pair-Matching: Link Prediction with Adaptive Queries. Mathematical Statistics and Learning, 2024. ⟨hal-04578273⟩
Lucien Maman, Nale Lehmann- Willenbrock, Mohamed Chetouani, Laurence Likforman-Sulem, Giovanna Varni. Modeling the Interplay Between Cohesion Dimensions: a Challenge for Group Affective Emergent States. IEEE Transactions on Affective Computing, 2024, pp.1-14. ⟨10.1109/TAFFC.2024.3349910⟩. ⟨hal-04427829⟩
Jayneel Parekh, Sanjeel Parekh, Pavlo Mozharovskyi, Gael Richard, Florence d'Alché-Buc. Tackling Interpretability in Audio Classification Networks with Non-negative Matrix Factorization. IEEE/ACM Transactions on Audio, Speech and Language Processing, 2024, 32, pp.1392--1405. ⟨10.1109/TASLP.2024.3358049⟩. ⟨hal-04539879⟩
Elie Kadoche, Pascal Bianchi, Florence Carton, Philippe Ciblat, Damien Ernst. On the importance of wind predictions in wake steering optimization. Wind Energy Science, 2024, pp.1-27. ⟨10.5194/wes-2023-172⟩. ⟨hal-04593465⟩
Mélanie Gornet, Winston Maxwell. The European approach to regulating AI through technical standards. Internet Policy Review, 2024, 13 (3), pp.1-27. ⟨10.14763/2024.3.1784⟩. ⟨hal-04254949v3⟩
Amaury Durand, François Roueff, Jean-Marc Jicquel, Nicolas Paul. New penalized criteria for smooth non-negative tensor factorization with missing entries. IEEE Transactions on Signal Processing, 2024, 72, pp.2233-2243. ⟨10.1109/TSP.2024.3392357⟩. ⟨hal-03615137⟩
Pascal Bianchi, Walid Hachem, Sholom Schechtman. Stochastic Subgradient Descent Escapes Active Strict Saddles on Weakly Convex Functions. Mathematics of Operations Research, 2024, 49 (3), pp.1761-1790. ⟨10.1287/moor.2021.0194⟩. ⟨hal-03442137v3⟩
Gael Richard, Vincent Lostanlen, Yi-Hsuan Yang, Meinard Müller. Model-Based Deep Learning for Music Information Research. IEEE Signal Processing Magazine, In press. ⟨hal-04611461v2⟩
Morgan Buisson, Brian Mcfee, Slim Essid, Hélène Crayencour. Self-Supervised Learning of Multi-level Audio Representations for Music Segmentation. IEEE/ACM Transactions on Audio, Speech and Language Processing, 2024, pp.1-13. ⟨10.1109/TASLP.2024.3379894⟩. ⟨hal-04485065⟩
Pascal Bianchi, Rodolfo Rios-Zertuche. A closed-measure approach to stochastic approximation. Stochastics: An International Journal of Probability and Stochastic Processes, 2023, pp.1-23. ⟨10.1080/17442508.2024.2353278⟩. ⟨hal-04319492⟩
Emilia Siviero, Emilie Chautru, Stéphan Clémençon. A Statistical Learning View of Simple Kriging. Test, 2023. ⟨hal-03670085⟩
Stéphan Clémençon, Hamid Jalalzai, Stéphane Lhaut, Anne Sabourin, Johan Segers. Concentration bounds for the empirical angular measure with statistical learning applications. Bernoulli, 2023, 29 (4), ⟨10.3150/22-BEJ1562⟩. ⟨hal-03920536⟩
Bernarda Lovrinčević, Martina Požar, Ivo Jukić, David Perera, Aurélien Perera. Dynamical correlations in simple disorder and complex disorder liquids. Journal of Molecular Liquids, 2023, 393, pp.123421. ⟨10.1016/j.molliq.2023.123421⟩. ⟨hal-04258472⟩
Stéphan Clémençon, Pierre Laforgue, Robin Vogel. Fighting selection bias in statistical learning: application to visual recognition from biased image databases. Journal of Nonparametric Statistics, 2023, pp.1-24. ⟨10.1080/10485252.2023.2259011⟩. ⟨hal-04267977⟩
Tamim El Ahmad, Pierre Laforgue, Florence d'Alché-Buc. Fast Kernel Methods for Generic Lipschitz Losses via p-Sparsified Sketches. Transactions on Machine Learning Research Journal, 2023. ⟨hal-04001887v2⟩
Amaury Durand, François Roueff. Weakly stationary stochastic processes valued in a separable Hilbert space: Gramian-Cramér representations and applications. ESAIM: Probability and Statistics, 2023, ⟨10.1051/ps/2023014⟩. ⟨hal-02318267v7⟩
Etor Arza, Josu Ceberio, Ekhine Irurozki, Aritz Perez. On the Fair Comparison of Optimization Algorithms in Different Machines. Annals of Applied Statistics, 2023. ⟨hal-04253742⟩
Dimitri Bouche, Rémi Flamary, Florence D’alché-Buc, Riwal Plougonven, Marianne Clausel, et al.. Wind power predictions from nowcasts to 4-hour forecasts: a learning approach with variable selection. Renewable Energy, 2023, 211, pp.938-947. ⟨10.1016/j.renene.2023.05.005⟩. ⟨hal-04254953⟩
Gaël Richard, Paris Smaragdis, Sharon Gannot, Patrick A Naylor, Shoji Makino, et al.. Audio Signal Processing in the 21st Century. IEEE Signal Processing Magazine, 2023, ⟨10.1109/MSP.2023.3276171⟩. ⟨hal-04112575⟩
Guillaume Staerman, Eric Adjakossa, Pavlo Mozharovskyi, Vera Hofer, Jayant Sen Gupta, et al.. Functional anomaly detection: a benchmark study. International Journal of Data Science and Analytics, 2023, 16 (1), pp.101-117. ⟨10.1007/s41060-022-00366-5⟩. ⟨hal-04268013⟩
Gael Richard, Vieille Nicolas, Moulines Eric. Hi! PARIS: IA et Sciences des données pour la société. Télécom : revue de l'Association Amicale des ingénieurs de l'Ecole Nationale Supérieure des télécommunications, 2023, #209. ⟨hal-04168456⟩
Etor Arza, Josu Ceberio, Ekhiñe Irurozki, Aritz Pérez. Comparing Two Samples Through Stochastic Dominance: A Graphical Approach. Journal of Computational and Graphical Statistics, 2023, 32 (2), pp.551-566. ⟨10.1080/10618600.2022.2084405⟩. ⟨hal-04253752⟩
Léo Hemamou, Arthur Guillon, Jean-Claude Martin, Chloé Clavel. Multimodal Hierarchical Attention Neural Network: Looking for Candidates Behaviour Which Impact Recruiter's Decision. IEEE Transactions on Affective Computing, 2023, 14 (2), pp.969-985. ⟨10.1109/TAFFC.2021.3113159⟩. ⟨hal-04276030⟩
Kilian Schulze-Forster, Gaël Richard, Liam Kelley, Clement Doire, Roland Badeau. Unsupervised Music Source Separation Using Differentiable Parametric Source Models. IEEE/ACM Transactions on Audio, Speech and Language Processing, 2023, 31, pp.1276-1289. ⟨10.1109/TASLP.2023.3252272⟩. ⟨hal-04038023⟩
B. Poste, M. Charbit, A. Le Pichon, C. Listowski, François Roueff, et al.. The multichannel maximum-likelihood (MCML) method: a new approach for infrasound detection and wave parameter estimation. Geophysical Journal International, 2023, 232 (2), pp.1099-1112. ⟨10.1093/gji/ggac377⟩. ⟨hal-04254778⟩
Stephan Clémençon, Pavlo Mozharovskyi, Guillaume Staerman. Affine invariant integrated rank-weighted statistical depth: properties and finite sample analysis. Electronic Journal of Statistics , 2023, 17 (2), pp.3854 - 3892. ⟨10.1214/23-EJS2189⟩. ⟨hal-04590548⟩
Olivier Fercoq. Quadratic error bound of the smoothed gap and the restarted averaged primal-dual hybrid gradient. Open Journal of Mathematical Optimization, 2023, 4, pp.1-34. ⟨10.5802/ojmo.26⟩. ⟨hal-03228252v3⟩
Patrice Bertail, Mohammed Bouchouia, Ons Jelassi, Jessica Tressou, Mélanie Zetlaoui. Scaling by subsampling for big data, with applications to statistical learning. Journal of Nonparametric Statistics, 2023, 36 (1), pp.78-117. ⟨10.1080/10485252.2023.2219782⟩. ⟨hal-04244852v2⟩
Kamélia Daudel, Randal Douc, François Roueff. Monotonic Alpha-divergence Minimisation for Variational Inference. Journal of Machine Learning Research, 2023, 24 (62), pp.1-76. ⟨hal-03164338v2⟩
Chloé Clavel, Matthieu Labeau, Justine Cassell. Socio-conversational systems: Three challenges at the crossroads of fields. Frontiers in Robotics and AI, 2022, 9, ⟨10.3389/frobt.2022.937825⟩. ⟨hal-03990543⟩
Polina Proutskova, Daniel Wolff, György Fazekas, Klaus Frieler, Frank Höger, et al.. The Jazz Ontology: A semantic model and large-scale RDF repositories for jazz. Journal of Web Semantics, 2022, 74, pp.100735. ⟨10.1016/j.websem.2022.100735⟩. ⟨hal-03860468⟩
Rémi Leluc, François Portier. SGD with Coordinate Sampling: Theory and Practice. Journal of Machine Learning Research, 2022, 23, (342), pp.1-47. ⟨hal-04044494⟩
Salah Zaiem, Titouan Parcollet, Slim Essid, Abdelwahab Heba. Pretext Tasks selection for multitask self-supervised speech representation learning. IEEE Journal of Selected Topics in Signal Processing, 2022, 16 (6), pp.1439-1453. ⟨10.1109/JSTSP.2022.3195430⟩. ⟨hal-03601330⟩
Karl Mosler, Pavlo Mozharovskyi. Choosing Among Notions of Multivariate Depth Statistics. Statistical Science, 2022, 37 (3), ⟨10.1214/21-STS827⟩. ⟨hal-03767631⟩
Rui Yuan, Alessandro Lazaric, Robert M Gower. Sketched Newton--Raphson. SIAM Journal on Optimization, 2022, 32 (3), pp.1555 - 1583. ⟨10.1137/21m139788x⟩. ⟨hal-04182653⟩
Ahmet Alacaoglu, Olivier Fercoq, Volkan Cevher. On the convergence of stochastic primal-dual hybrid gradient. SIAM Journal on Optimization, 2022, 32 (2), pp.1288-1318. ⟨10.1137/19M1296252⟩. ⟨hal-02362067⟩
Bernard Bercu, Jérémie Bigot, Sébastien Gadat, Emilia Siviero. A stochastic Gauss-Newton algorithm for regularized semi-discrete optimal transport. Information and Inference: A Journal of the IMA, 2022, pp.1-56. ⟨10.1093/imaiai/iaac014⟩. ⟨hal-03794948⟩
Antoine Back, Paul Chollet, Olivier Fercoq, Patricia Desgreys. Power-aware feature selection for optimized Analog-to-Feature converter. Microelectronics Journal, 2022. ⟨hal-03581457⟩
Pascal Bianchi, Walid Hachem, Sholom Schechtman. Convergence of constant step stochastic gradient descent for non-smooth non-convex functions. Set-Valued and Variational Analysis, 2022, 30 (3), pp.1117-1147. ⟨10.1007/s11228-022-00638-z⟩. ⟨hal-02564349v3⟩
Kouhei Sekiguchi, Yoshiaki Bando, Aditya Arie Nugraha, Mathieu Fontaine, Kazuyoshi Yoshii, et al.. Autoregressive Moving Average Jointly-Diagonalizable Spatial Covariance Analysis for Joint Source Separation and Dereverberation. IEEE/ACM Transactions on Audio, Speech and Language Processing, 2022, 30, pp.2368 - 2382. ⟨10.1109/taslp.2022.3190734⟩. ⟨hal-03821125⟩
Ion Necoara, Olivier Fercoq. Linear convergence of dual coordinate descent on non-polyhedral convex problems. Mathematics of Operations Research, 2022, ⟨10.1287/moor.2021.1222⟩. ⟨hal-02493319⟩
Christof Weis, Geoffroy Peeters. Comparing Deep Models and Evaluation Strategies for Multi-Pitch Estimation in Music Recordings. IEEE/ACM Transactions on Audio, Speech and Language Processing, 2022, 30, pp.2814-2827. ⟨10.1109/TASLP.2022.3200547⟩. ⟨hal-03860460⟩
Pascal Bianchi, Kevin Elgui, François Portier. Conditional independence testing via weighted partial copulas and nearest neighbors. Journal of Multivariate Analysis, 2022, 30 (3), pp.1117-1147. ⟨hal-04276085⟩
Mathieu Fontaine, Kouhei Sekiguchi, Aditya Nugraha, Yoshiaki Bando, Kazuyoshi Yoshii. Generalized Fast Multichannel Nonnegative Matrix Factorization Based on Gaussian Scale Mixtures for Blind Source Separation. IEEE/ACM Transactions on Audio, Speech and Language Processing, 2022, pp.1-1. ⟨10.1109/TASLP.2022.3172631⟩. ⟨hal-03657196⟩
Anna Esposito, Terry Amorese, Michele Buonanno, Marialucia Cuciniello, Antonietta Esposito, et al.. Handwriting and Drawing Features for Detecting Personality Traits: An Analysis on Big Five Sub-dimensions. Acta Polytechnica Hungarica, 2022, 19 (11), pp.65-84. ⟨10.12700/APH.19.11.2022.11.4⟩. ⟨hal-04277391⟩
Rémi Leluc, François Portier, Aigerim Zhuman, Johan Segers. A Quadrature Rule combining Control Variates and Adaptive Importance Sampling. Advances in Neural Information Processing Systems, 2022, 35, pp.11842--11853. ⟨hal-04044566⟩
Laure Prétet, Gael Richard, Clément Souchier, Geoffroy Peeters. Video-to-Music Recommendation using Temporal Alignment of Segments. IEEE Transactions on Multimedia, 2022. ⟨hal-03562371⟩
Guillaume Ausset, Stéphan Clémençon, François Portier. Empirical Risk Minimization under Random Censorship. Journal of Machine Learning Research, 2022, 23 (1), pp.168-226. ⟨10.5555/3586589.3586594⟩. ⟨hal-03559365⟩
Stéphan Clémençon, Pierre Laforgue. Statistical learning from biased training samples. Electronic Journal of Statistics , 2022, 16 (2), pp.6086-6134. ⟨10.1214/22-EJS2084⟩. ⟨hal-04268018⟩
Luc Brogat-Motte, Alessandro Rudi, Celine Brouard, Juho Rousu, Florence d'Alché-Buc. Vector-Valued Least-Squares Regression under Output Regularity Assumptions. Journal of Machine Learning Research, 2022. ⟨hal-03888760⟩
Giulia Perugia, Maike Paetzel-Prüssman, Isabelle Hupont, Giovanna Varni, Mohamed Chetouani, et al.. Does the Goal Matter? Emotion Recognition Tasks Can Change the Social Value of Facial Mimicry towards Artificial Agents. Frontiers in Robotics and AI, 2021, 8, ⟨10.3389/frobt.2021.699090⟩. ⟨hal-03409678⟩
Stéphan Clémençon, Myrto Limnios, Nicolas Vayatis. Concentration Inequalities for Two-Sample Rank Processes with Application to Bipartite Ranking. Electronic Journal of Statistics , 2021, 15 (2), pp.4659 -- 4717. ⟨10.1214/21-EJS1907⟩. ⟨hal-03190532v3⟩
Joelle Pineau, Philippe Vincent-Lamarre, Koustuv Sinha, Vincent Larivière, Alina Beygelzimer, et al.. Improving Reproducibility in Machine Learning Research (A Report from the NeurIPS 2019 Reproducibility Program). Journal of Machine Learning Research, 2021, 22. ⟨hal-03341560⟩
Anas Barakat, Pascal Bianchi, Walid Hachem, Sholom Schechtman. Stochastic optimization with momentum: convergence, fluctuations, and traps avoidance. Electronic Journal of Statistics , 2021, 15 (2), pp.3892-3947. ⟨10.1214/21-EJS1880⟩. ⟨hal-03310455⟩
Paul Doukhan, François Roueff, Joseph Rynkiewicz. Spectral estimation for non-linear long range dependent discrete time trawl processes. Electronic Journal of Statistics , 2021, 14 (2), pp.3157 - 3191. ⟨10.1214/20-EJS1742⟩. ⟨hal-02429681⟩
Rémi Leluc, François Portier, Johan Segers. Control variate selection for Monte Carlo integration. Statistics and Computing, 2021, 31 (4), pp.50. ⟨10.1007/s11222-021-10011-z⟩. ⟨hal-04044428⟩
Tepmony Sim, Randal Douc, François Roueff. General-order observation-driven models: ergodicity and consistency of the maximum likelihood estimator. Electronic Journal of Statistics , 2021, ⟨10.1214/21-EJS1858⟩. ⟨hal-01383554v3⟩
Guillaume Dubuisson Duplessis, Caroline Langlet, Chloé Clavel, Frédéric Landragin. Towards alignment strategies in human-agent interactions based on measures of lexical repetitions. Language Resources and Evaluation, 2021, 55 (2), pp.353-388. ⟨10.1007/s10579-021-09532-w⟩. ⟨hal-03147824v2⟩
Rainer Dyckerhoff, Pavlo Mozharovskyi, Stanislav Nagy. Approximate computation of projection depths. Computational Statistics and Data Analysis, In press, 157, pp.107166. ⟨10.1016/j.csda.2020.107166⟩. ⟨hal-03189235⟩
Sinan Yldrm, M. Burak Kurutmaz, Melih Barsbey, Umut Şimşekli, A. Taylan Cemgil. Bayesian Allocation Model: Marginal Likelihood-Based Model Selection for Count Tensors. IEEE Journal of Selected Topics in Signal Processing, 2021, 15 (3), pp.560-573. ⟨10.1109/JSTSP.2020.3045297⟩. ⟨hal-03269127⟩
Randal Douc, François Roueff, Tepmony Sim. Necessary and sufficient conditions for the identifiability of observation-driven models. Journal of Time Series Analysis, 2021, 42 (2), pp.140-160. ⟨10.1111/jtsa.12559⟩. ⟨hal-02088860v3⟩
Alp Yurtsever, Joel A. Tropp, Olivier Fercoq, Madeleine Udell, Volkan Cevher. Scalable Semidefinite Programming. SIAM Journal on Mathematics of Data Science, 2021, ⟨10.1137/19M1305045⟩. ⟨hal-02493338⟩
Kamélia Daudel, Randal Douc, François Portier. Infinite-dimensional gradient-based descent for alpha-divergence minimisation. Annals of Statistics, 2021, 49 (4), pp.2250 - 2270. ⟨hal-02614605v3⟩
Julian Neri, Philippe Depalle, Roland Badeau. Approximate Inference and Learning of State Space Models with Laplace Noise. IEEE Transactions on Signal Processing, 2021, 69, pp.3176 - 3189. ⟨10.1109/tsp.2021.3075146⟩. ⟨hal-03255319⟩
Eugene Ndiaye, Olivier Fercoq, Joseph Salmon. Screening Rules and its Complexity for Active Set Identification. Journal of Convex Analysis, 2021, 28 (4), pp.1053--1072. ⟨10.48550/arXiv.2009.02709⟩. ⟨hal-02933051⟩
Anas Barakat, Pascal Bianchi. Convergence and Dynamical Behavior of the Adam Algorithm for Non Convex Stochastic Optimization. SIAM Journal on Optimization, 2021. ⟨hal-02366280v2⟩
Stéphan Clémençon. Les mégadonnées et l'essor de l'intelligence artificielle. Les Cahiers français : documents d'actualité, 2021, 419, pp.68. ⟨hal-04587615⟩
Kilian Schulze-Forster, Clement S J Doire, Gael Richard, Roland Badeau. Phoneme Level Lyrics Alignment and Text-Informed Singing Voice Separation. IEEE/ACM Transactions on Audio, Speech and Language Processing, In press, ⟨10.1109/TASLP.2021.3091817⟩. ⟨hal-03255334⟩
Nicolas Furnon, Romain Serizel, Slim Essid, Irina Illina. DNN-based mask estimation for distributed speech enhancement in spatially unconstrained microphone arrays. IEEE/ACM Transactions on Audio, Speech and Language Processing, 2021, 29, pp.2310 - 2323. ⟨10.1109/TASLP.2021.3092838⟩. ⟨hal-02985867v3⟩
Hamid Jalalzai, Rémi Leluc. Feature Clustering for Support Identification in Extreme Regions. Proceedings of Machine Learning Research, 2021, Proceedings of the 38 th International Conference on Machine Learning, 139, pp.4733-4743. ⟨hal-04044542⟩
Pierre Lafaye de Micheaux, Pavlo Mozharovskyi, Myriam Vimond. Depth for Curve Data and Applications. Journal of the American Statistical Association, 2021, 116 (536), pp.1881-1897. ⟨10.1080/01621459.2020.1745815⟩. ⟨hal-03188029⟩
Beatrice Biancardi, Soumia Dermouche, Catherine Pelachaud. Adaptation Mechanisms in Human-Agent Interaction: Effects on User's Impressions and Engagement. Frontiers in Computer Science, 2021. ⟨hal-03428883⟩
François Portier, Gildas Mazo. Parametric versus nonparametric: The fitness coefficient. Scandinavian Journal of Statistics, 2020, 10 (1), ⟨10.1111/sjos.12495⟩. ⟨hal-03270164⟩
Sophie Achard, Marianne Clausel, Irène Gannaz, François Roueff. New results on approximate Hilbert pairs of wavelet filters with common factors. Applied and Computational Harmonic Analysis, 2020, 49 (3), pp.1025-1045. ⟨10.1016/j.acha.2019.06.001⟩. ⟨hal-01613583v2⟩
Robert M Gower, Mark Schmidt, Francis Bach, Peter Richtárik. Variance-Reduced Methods for Machine Learning. Proceedings of the IEEE, 2020, 108 (11), ⟨10.1109/JPROC.2020.3028013⟩. ⟨hal-04182657⟩
David Meunier, Annalisa Pascarella, Dmitrii Altukhov, Mainak Jas, Etienne Combrisson, et al.. NeuroPycon: An open-source python toolbox for fast multi-modal and reproducible brain connectivity pipelines. NeuroImage, 2020, 219, pp.117020. ⟨10.1016/j.neuroimage.2020.117020⟩. ⟨hal-02873600⟩
Catherine Taleb, Laurence Likforman-Sulem, Chafic Mokbel, Maha Khachab. Detection of Parkinson’s disease from handwriting using deep learning: a comparative study. Evolutionary Intelligence, 2020, ⟨10.1007/s12065-020-00470-0⟩. ⟨hal-03121830⟩
Winston Maxwell, Stéphan Clémençon. Why Facial Recognition Algorithms Can't be Perfectly Fair. The Conversation France, 2020. ⟨hal-02924471⟩
Pascal Bianchi, Walid Hachem, Adil Salim. A Fully Stochastic Primal-Dual Algorithm. Optimization Letters, 2020, ⟨10.1007/s11590-020-01614-y⟩. ⟨hal-02369882v2⟩
Gabriel Meseguer-Brocal, Alice Cohen-Hadria, Geoffroy Peeters. Creating DALI, a Large Dataset of Synchronized Audio, Lyrics, and Notes. Transactions of the International Society for Music Information Retrieval (TISMIR), 2020, 3 (1), pp.55-67. ⟨10.5334/tismir.30⟩. ⟨hal-03985545⟩
Maël Chiapino, Stéphan Clémençon, Vincent Feuillard, Anne Sabourin. A Multivariate Extreme Value Theory Approach to Anomaly Clustering and Visualization. Computational Statistics, 2020, 35 (2), pp.607-628. ⟨10.1007/s00180-019-00913-y⟩. ⟨hal-02185060⟩
Rossana Damiano, Viviana Patti, Chloé Clavel, Paolo Rosso. Introduction to the Special Section on Computational Modeling and Understanding of Emotions in Conflictual Social Interactions. ACM Transactions on Internet Technology, 2020, 20 (2), pp.1-5. ⟨10.1145/3392334⟩. ⟨hal-04276039⟩
Nicolas Rollet, Chloé Clavel. “Talk to you later” Doing social robotics with conversation analysis. Towards the development of an automatic system for the prediction of disengagement. Interaction Studies, 2020, 21 (2), pp.268-292. ⟨10.1075/is.19001.roll⟩. ⟨hal-04275915⟩
Pierre Colombo, Emile Chapuis, Matteo Manica, Emmanuel Vignon, Giovanna Varni, et al.. Guiding Attention in Sequence-to-Sequence Models for Dialogue Act Prediction. Proceedings of the AAAI Conference on Artificial Intelligence, 2020, 34 (05), pp.7594-7601. ⟨10.1609/aaai.v34i05.6259⟩. ⟨hal-03134847⟩
Charles-Albert With, Driss Lehalle, Marie Lamrani, David Brière, Winston Bounie, et al.. Comment limiter les biais des algorithmes ?. Les cahiers Louis Bachelier, 2020, The challenges of new technologies in finance, 36. ⟨hal-02878302⟩
Valérie Beaudouin, Isabelle Bloch, David Bounie, Stéphan Clémençon, Florence d'Alché-Buc, et al.. Flexible and Context-Specific AI Explainability: A Multidisciplinary Approach. SSRN Electronic Journal, 2020, pp.1-66. ⟨10.2139/ssrn.3559477⟩. ⟨hal-02506409⟩
Randal Douc, Jimmy Olsson, François Roueff. Posterior consistency for partially observed Markov models. Stochastic Processes and their Applications, 2020, 130 (2), pp.733-759. ⟨10.1016/j.spa.2019.03.012⟩. ⟨hal-04081621⟩
Pavlo Mozharovskyi, Julie Josse, François Husson. Nonparametric imputation by data depth. Journal of the American Statistical Association, 2020, 115 (529), pp.241-253. ⟨10.1080/01621459.2018.1543123⟩. ⟨hal-01440269⟩
Ondřej Cífka, Umut Şimşekli, Gael Richard. Groove2Groove: One-Shot Music Style Transfer with Supervision from Synthetic Data. IEEE/ACM Transactions on Audio, Speech and Language Processing, 2020, 28, pp.2638-2650. ⟨10.1109/TASLP.2020.3019642⟩. ⟨hal-02923548v2⟩
Lucien Maman, Eleonora Ceccaldi, Nale Lehmann-Willenbrock, Laurence Likforman-Sulem, Mohamed Chetouani, et al.. GAME-ON: A Multimodal Dataset for Cohesion and Group Analysis. IEEE Access, 2020, 8, pp.124185-124203. ⟨10.1109/ACCESS.2020.3005719⟩. ⟨hal-03152084⟩
Stanislav Nagy, Rainer Dyckerhoff, Pavlo Mozharovskyi. Uniform convergence rates for the approximated halfspace and projection depth. Electronic Journal of Statistics , 2020, 14 (2), ⟨10.1214/20-EJS1759⟩. ⟨hal-03189232⟩
Patrice Bertail, David Bounie, Stéphan Clémençon, Patrick Waelbroeck. Algorithmes : Biais, Discrimination et Équité. HR Today, 2020, 58. ⟨hal-02077745⟩
Mathieu Fontaine, Roland Badeau, Antoine Liutkus. Separation of Alpha-Stable Random Vectors. Signal Processing, 2020, pp.107465. ⟨10.1016/j.sigpro.2020.107465⟩. ⟨hal-02433213⟩
Sanjeel Parekh, Slim Essid, Alexey Ozerov, Ngoc Q. K. Duong, Patrick Pérez, et al.. Weakly Supervised Representation Learning for Audio-Visual Scene Analysis. IEEE/ACM Transactions on Audio, Speech and Language Processing, 2019. ⟨hal-02399993⟩
Patrice Bertail, Stéphan Clémençon. Sharp exponential inequalities in survey sampling : conditional Poisson sampling schemes,. Bernoulli, 2019, 25 (4B), ⟨10.3150/18-BEJ1101⟩. ⟨hal-01709825⟩
Simon Henriet, Umut Şimşekli, Sérgio F. Santos, Benoît Fuentes, Gael Richard. Independent-Variation Matrix Factorization With Application to Energy Disaggregation. IEEE Signal Processing Letters, 2019, 26 (11), pp.1643-1647. ⟨10.1109/LSP.2019.2941428⟩. ⟨hal-02307248⟩
Patrice Bertail, François Portier. Rademacher complexity for Markov chains: Applications to kernel smoothing and Metropolis–Hastings. Bernoulli, 2019, 25 (4B), pp.3912-3938. ⟨10.3150/19-BEJ1115⟩. ⟨hal-03148361⟩
Patrice Bertail, Stéphan Clémençon. Bernstein-type exponential inequalities in survey sampling: Conditional Poisson sampling schemes. Bernoulli, 2019, 25 (4B), pp.3527-3554. ⟨10.3150/18-BEJ1101⟩. ⟨hal-03148343⟩
Stéphan Clémençon, Patrice Bertail, Gabriela Ciołek. Statistical learning based on Markovian data maximal deviation inequalities and learning rates. Annals of Mathematics and Artificial Intelligence, 2019, 88, pp.735-757. ⟨10.1007/s10472-019-09670-6⟩. ⟨hal-02463908⟩
Olivier Fercoq. A generic coordinate descent solver for nonsmooth convex optimization. Optimization Methods and Software, 2019, pp.1-21. ⟨10.1080/10556788.2019.1658758⟩. ⟨hal-01941152v2⟩
Roland Badeau. Common mathematical framework for stochastic reverberation models. Journal of the Acoustical Society of America, 2019, 145 (4), pp.2733-2745. ⟨10.1121/1.5096153⟩. ⟨hal-01958485⟩
François Roueff, Rainer von Sachs. Time-frequency analysis of locally stationary Hawkes processes. Bernoulli, 2019, 25 (2), pp.1355-1385. ⟨10.3150/18-BEJ1023⟩. ⟨hal-01502252v3⟩
Olivier Fercoq, Zheng Qu. Adaptive restart of accelerated gradient methods under local quadratic growth condition. IMA Journal of Numerical Analysis, 2019, ⟨10.1093/imanum/drz007⟩. ⟨hal-02269132⟩
Luis Gasco, Chloé Clavel, Cesar Asensio, Guillermo de Arcas. Beyond sound level monitoring: Exploitation of social media to gather citizens subjective response to noise. Science of the Total Environment, 2019, 658, pp.69-79. ⟨10.1016/j.scitotenv.2018.12.071⟩. ⟨hal-02365397⟩
Pascal Bianchi, Walid Hachem, Adil Salim. Constant step stochastic approximations involving differential inclusions: stability, long-run convergence and applications. Stochastics: An International Journal of Probability and Stochastic Processes, 2019, 91 (2), pp.288-320. ⟨10.1080/17442508.2018.1539086⟩. ⟨hal-02369439⟩
Gael Richard, Sébastien Fenet, Yves Grenier. De Fourier à la reconnaissance musicale. Interstices, 2019. ⟨hal-02068670⟩
Olivier Fercoq, Pascal Bianchi. A Coordinate Descent Primal-Dual Algorithm with Large Step Size and Possibly Non Separable Functions. SIAM Journal on Optimization, 2019, 29 (1), pp.100-134. ⟨hal-01497104v2⟩
Atef Ben Youssef, Giovanna Varni, Slim Essid, Chloé Clavel. On-the-fly Detection of User Engagement Decrease in Spontaneous Human-Robot Interaction. International Journal of Social Robotics, 2019. ⟨hal-02288044⟩
Oleksii Pokotylo, Pavlo Mozharovskyi, Rainer Dyckerhoff. Depth and Depth-Based Classification with R Package ddalpha. Journal of Statistical Software, 2019, 91 (5), ⟨10.18637/jss.v091.i05⟩. ⟨hal-03187410⟩
Zhiyao Duan, Slim Essid, Cynthia Liem, Gael Richard, Gaurav Sharma. Audiovisual Analysis of Music Performances: Overview of an Emerging Field. IEEE Signal Processing Magazine, 2019, 36 (1), pp.63-73. ⟨hal-02287983⟩
Atef Ben Youssef, Chloé Clavel, Slim Essid. Early Detection of User Engagement Breakdown in Spontaneous Human-Humanoid Interaction. IEEE Transactions on Affective Computing, 2019. ⟨hal-02288043⟩
Xiaohui Liu, Karl Mosler, Pavlo Mozharovskyi. Fast computation of Tukey trimmed regions and median in dimension p > 2. Journal of Computational and Graphical Statistics, 2019, ⟨10.1080/10618600.2018.1546595⟩. ⟨hal-02288041⟩
Celine Brouard, Antoine Bassé, Florence d'Alché-Buc, Juho Rousu. Improved Small Molecule Identification through Learning Combinations of Kernel Regression Models. Metabolites, 2019, 9 (8), pp.160. ⟨10.3390/metabo9080160⟩. ⟨hal-02618085⟩
Stéphan Clémençon, Patrice Bertail, Emilie Chautru, Guillaume Papa. Optimal survey schemes for stochastic gradient descent with applications to M-estimation. ESAIM: Probability and Statistics, 2019, 23, pp.310-337. ⟨10.1051/ps/2018021⟩. ⟨hal-02078108⟩
Adil Salim, Pascal Bianchi, Walid Hachem. Snake: a stochastic proximal gradient algorithm for regularized problems over large graphs. IEEE Transactions on Automatic Control, 2018. ⟨hal-02287871⟩
M. Heinonen, Fabien Milliat, Mohamed‐amine Benadjaoud, Agnes Francois, Valerie Buard, et al.. Temporal clustering analysis of endothelial cell gene expression following exposure to a conventional radiotherapy dose fraction using Gaussian process clustering. PLoS ONE, 2018, 13 (10), pp.e0204960. ⟨10.1371/journal.pone.0204960⟩. ⟨hal-02881802⟩
Quoc Tran-Dinh, Ahmet Alacaoglu, Olivier Fercoq, Volkan Cevher. An Adaptive Primal-Dual Framework for Nonsmooth Convex Minimization. Mathematical Programming Computation, 2018. ⟨hal-02287962⟩
Aditi Mendiratta, Filomena Scibelli, Antonietta Esposito, Vincenzo Capuano, Laurence Likforman-Sulem, et al.. Automatic Detection of Depressive States from Speech. Entropy, 2018, Smart Innovation, Systems and Technologies, 69 (6), pp.301-314. ⟨10.1007/978-3-319-56904-8_29⟩. ⟨hal-04277535⟩
Brian Ravenet, Catherine Pelachaud, Chloé Clavel, Stacy Marsella. Automating the Production of Communicative Gestures in Embodied Characters. Frontiers in Psychology, 2018, 9, pp.1-12. ⟨10.3389/fpsyg.2018.01144⟩. ⟨hal-02382638⟩
Paul Magron, Roland Badeau, Bertrand David. Model-based STFT phase recovery for audio source separation. IEEE Transactions on Audio, Speech and Language Processing, 2018, 26. ⟨hal-01718718v2⟩
Simon Leglaive, Roland Badeau, Gael Richard. Student's t Source and Mixing Models for Multichannel Audio Source Separation. IEEE/ACM Transactions on Audio, Speech and Language Processing, 2018, 26 (6), pp.1150-1164. ⟨hal-01584755v2⟩
Stéphan Clémençon. Big Data : enjeux technologiques et impact scientifique. Annales des Mines - Enjeux Numériques, 2018, 2, pp.6-8. ⟨hal-04587369⟩
Moussab Djerrab, A. Garcia Rojas, Maxime Sangnier, Florence d'Alché-Buc. Output Fisher Embedding Regression. Machine learning Journal, 2018, 108. ⟨hal-02287837⟩
Stéphan Clémençon. Big Data, le défi de la formation. TEC Mobilité intelligente [Revue TEC : Transport Environnement Circulation], 2018, 237. ⟨hal-02287831⟩
Stéphan Clémençon. Intelligence artificielle: défis scientifiques et attentes socio-économiques. Annales des Mines - Enjeux Numériques, 2018, 1, pp.78-80. ⟨hal-02287832⟩
Olivier Fercoq, Zheng Qu. Restarting the accelerated coordinate descent method with a rough strong convexity estimate. Computational Optimization and Applications, 2018. ⟨hal-02287842⟩
Artur L. Gower, Robert M. Gower, Jonathan Deakin, William J. Parnell, I. David Abrahams.. Learning about random media from near-surface backscattering: using machine learning to measure particle size and concentration. arXiv:1801.05490, 2018. ⟨hal-02287766⟩
François Portier, Johan Segers. On the weak convergence of the empirical conditional copula under a simplifying assumption. Journal of Multivariate Analysis, 2018. ⟨hal-02287765⟩
Nesrine Fourati, Catherine Pelachaud. Perception of Emotions and Body Movement in the Emilya Database. IEEE Transactions on Affective Computing, 2018, 9 (1), pp.90-101. ⟨10.1109/TAFFC.2016.2591039⟩. ⟨hal-02382677⟩
Hanwook Chung, Roland Badeau, Eric Plourde, Benoît Champagne. Training and Compensation of Class-conditioned NMF Bases for Speech Enhancement. Neurocomputing, In press. ⟨hal-01682750⟩
Emilio Granell, Edgard Chammas, Laurence Likforman-Sulem, Carlos-D Martínez-Hinarejos, Chafic Mokbel, et al.. Transcription of Spanish Historical Handwritten Documents with Deep Neural Networks. Journal of Imaging, 2018, 4 (1), pp.22. ⟨hal-02287753⟩
Quoc Tran-Dinh, Olivier Fercoq, Volkan Cevher. A Smooth Primal-Dual Optimization Framework for Nonsmooth Composite Minimization. SIAM Journal on Optimization, 2018, 28 (1), pp.96-134. ⟨hal-02287465⟩
Stéphan Clémençon, Albert Thomas. Mass volume curves and anomaly ranking. Electronic Journal of Statistics , 2018, 12 (2), pp.2806-2872. ⟨10.1214/18-EJS1474⟩. ⟨hal-02107531⟩
Mastane Achab, Stéphan Clémençon, Aurélien Garivier. Profitable Bandits. Proceedings of Machine Learning Research, 2018, 95, pp.694-709. ⟨hal-02023057⟩
Simon Henriet, Umut Şimşekli, Benoît Fuentes, Gael Richard. A Generative Model for Non-Intrusive Load Monitoring in Commercial Buildings. Energy and Buildings, 2018. ⟨hal-02705056⟩
Tom Dupré La Tour, Lucille Tallot, Laetitia Grabot, Valérie Doyère, Virginie van Wassenhove, et al.. Non-linear auto-regressive models for cross-frequency coupling in neural time series. PLoS Computational Biology, 2017, 13 (12), pp.e1005893. ⟨10.1371/journal.pcbi.1005893⟩. ⟨hal-01679078⟩
Ida Egmose, Giovanna Varni, Katharina Cordes, Johanne Smith-Nielsen, Mette Skovgaard Væver, et al.. Relations between Automatically Extracted Motion Features and the Quality of Mother-Infant Interactions at 4 and 13 Months. Frontiers in Psychology, 2017, 8. ⟨hal-02287734⟩
Karl Mosler, Pavlo Mozharovskyi. Fast DD-classification of functional data. Statistical Papers, 2017, 58 (4), pp.1055-1089. ⟨10.1007/s00362-015-0738-3⟩. ⟨hal-03189231⟩
Giovanna Varni, Isabelle Hupont, Chloé Clavel, Mohamed Chetouani. Computational Study of Primitive Emotional Contagion in Dyadic Interactions. IEEE Transactions on Affective Computing, 2017. ⟨hal-02287879⟩
Nicolas Goix, Anne Sabourin, Stéphan Clémençon. Sparse representation of multivariate extremes with applications to anomaly detection. Journal of Multivariate Analysis, 2017, 161, pp.12-31. ⟨10.1016/j.jmva.2017.06.010⟩. ⟨hal-02107523⟩
Alain Durmus, Gareth Roberts, Gilles Vilmart, Konstantinos Zygalakis. Fast Langevin based algorithm for MCMC in high dimensions. The Annals of Applied Probability, 2017, 27 (4), pp.2195 - 2237. ⟨10.1214/16-AAP1257⟩. ⟨hal-01745692⟩
Kévin Bailly, Chloé Clavel, Thomas Janssoone, Gael Richard. SMART : Règles d’associations temporelles de signaux sociaux pour la synthèse d’un Agent Conversationnel Animé avec une attitude spécifique. Revue des Sciences et Technologies de l'Information - Série RIA : Revue d'Intelligence Artificielle, 2017. ⟨hal-02287610⟩
Stéphan Clémençon, P. Bertail. Bernstein-type exponential inequalities in survey sampling: conditional Poisson sampling schemes. Bernoulli, 2017. ⟨hal-02287363⟩
Maurizio Mancini, Beatrice Biancardi, Florian Pecune, Giovanna Varni, Yu Ding, et al.. Implementing and Evaluating a Laughing Virtual Character. ACM Transactions on Internet Technology, 2017, 17 (1), pp.1-22. ⟨10.1145/2998571⟩. ⟨hal-04087237⟩
Thomas Janssoone, Chloé Clavel, Kevin Bailly, Gael Richard. Règles d'Associations Temporelles de signaux sociaux pour la synthèse d'Agents Conversationnels Animés : Application aux attitudes sociales. Revue des Sciences et Technologies de l'Information - Série RIA : Revue d'Intelligence Artificielle, 2017, ⟨10.3166/RIA.31.511-537⟩. ⟨hal-02704911⟩
Charles-Alban Deledalle, Nicolas Papadakis, Joseph Salmon, Samuel Vaiter. CLEAR: Covariant LEAst-Square Refitting with Applications to Image Restoration. SIAM Journal on Imaging Sciences, 2017, 10 (1), pp.243-284. ⟨10.1137/16M1080318⟩. ⟨hal-01333295v3⟩
Y. Atchadé, Gersende Fort, Eric Moulines. On Stochastic Proximal Gradient Algorithms. Journal of Machine Learning Research, 2017. ⟨hal-02287001⟩
Didier Chételat, Johannes Lederer, Joseph Salmon. Optimal two-step prediction in regression. Electronic Journal of Statistics , 2017, 11 (1), pp.2519-2546. ⟨hal-02287614⟩
Ovidiu Iacoboaiea, Berna Sayrac, Sana Ben Jemaa, Pascal Bianchi. On mobility parameter configurations that lead to chained handover. IEEE Transactions on Communications, 2016, 64 (12), pp.5136 - 5148. ⟨hal-02287020⟩
Pavlo Mozharovskyi, Jan Vogler. Composite marginal likelihood estimation of spatial autoregressive probit models feasible in very large samples. Economics Letters, 2016, 148, pp.87-90. ⟨10.1016/j.econlet.2016.09.022⟩. ⟨hal-03189229⟩
Ovidiu Iacoboaiea, Berna Sayrac, Sana Ben Jemaa, Pascal Bianchi. SON coordination in Heterogeneous networks: a reinforcement learning approach. IEEE Transactions on Wireless Communications, 2016, 15 (9), pp.5835 - 5847. ⟨hal-02287098⟩
Oleg Badunenko, Pavlo Mozharovskyi. Nonparametric Frontier Analysis Using Stata. The Stata Journal, 2016, 16 (3), pp.550-589. ⟨10.1177/1536867X1601600302⟩. ⟨hal-03189227⟩
Franck Iutzeler, Pascal Bianchi, Philippe Ciblat, Walid Hachem. Explicit Convergence Rate of a Distributed Alternating Direction Method of Multipliers. IEEE Transactions on Automatic Control, 2016, 61 (4), pp.892 - 904. ⟨hal-02286968⟩
Pascal Bianchi. Ergodic convergence of a stochastic proximal point algorithm. SIAM Journal on Optimization, 2016, 26 (4), pp.2235-2260. ⟨hal-02287222⟩
Gemma Morral, P. Bianchi. Distributed on-line multi-dimensional scaling for self localization in Wireless Sensor Networks. Signal Processing, 2016, 120, pp.88-98. ⟨hal-02287099⟩
Adrien Nouvellet, François Roueff, Alexis Le Pichon, Maurice Charbit, Julien Vergoz, et al.. Local propagation speed constrained estimation of the slowness vector from non-planar array observations. J. Acoust. Soc. Am., 2016, 139 (1), pp.559-567. ⟨10.1121/1.4939112⟩. ⟨hal-01359236⟩
A. Dematteo, Stéphan Clémençon. On tail index estimation based on multivariate data. Journal of Nonparametric Statistics, 2015, 28 (1), pp.152-176. ⟨10.1080/10485252.2015.1124105⟩. ⟨hal-02107496⟩
Hequn Bai, Laurent Daudet, Gael Richard. Late Reverberation Synthesis: From Radiance Transfer to Feedback Delay Networks. IEEE/ACM Transactions on Audio, Speech and Language Processing, 2015, 23 (12), pp.2260 - 2271. ⟨10.1109/TASLP.2015.2478116⟩. ⟨hal-02287205⟩
Olivier Fercoq, Peter Richtárik. Accelerated, Parallel, and Proximal Coordinate Descent. SIAM Journal on Optimization, 2015, 25 (4), pp.1997-2023. ⟨hal-02287265⟩
Chloé Clavel. Surprise and human-agent interactions. Review of Cognitive Linguistics, 2015, 13 (2), pp.461-477. ⟨hal-01354192⟩
Aymeric Masurelle, Ahmed Rida Sekkat, Slim Essid, Gael Richard. TPT-Dance&Actions : un corpus multimodal d'activités humaines. Traitement du Signal, 2015, ⟨10.3166/TS.32.443-475⟩. ⟨hal-02704820⟩
Olga Klopp, Jean Lafond, Eric Moulines, Joseph Salmon. Adaptative Multinomial Matrix Completion. Electronic Journal of Statistics , 2015. ⟨hal-02287317⟩
Stéphan Clémençon, P. Bertail, Emilie Chautru. On Survey Sampling and Empirical Risk Minimization. Statistics, 2015. ⟨hal-02286817⟩
M. Moussalam, Alexandre Gramfort, Laurent Daudet, Gael Richard. Blind Denoising with Random Greedy Pursuits. IEEE Signal Processing Letters, 2014, 21 (11). ⟨hal-02286902⟩
Stéphan Clémençon, Sylvain Robbiano. The TreeRank Tournament algorithm for multipartite ranking. Journal of Nonparametric Statistics, 2014, 27 (1), pp.107-126. ⟨10.1080/10485252.2014.967770⟩. ⟨hal-02107433⟩
Ellen Lau, K. Weber, Alexandre Gramfort, M. Hämäläinen, Gina Kuperberg. Spatiotemporal signatures of lexical–semantic prediction. Cerebral Cortex, 2014. ⟨hal-02287277⟩
Alain Durmus, Éric Moulines. Quantitative bounds of convergence for geometrically ergodic Markov chain in the Wasserstein distance with application to the Metropolis Adjusted Langevin Algorithm. Statistics and Computing, 2014, 25, pp.5-19. ⟨10.1007/s11222-014-9511-z⟩. ⟨hal-01745697⟩
Benjamin Elie, François Gautier, B. David. Acoustic signature of violins based on bridge transfer mobility measurements. Journal of the Acoustical Society of America, 2014, 136 (3), pp.1385-1393. ⟨hal-02286962⟩
Silvia Galli, Karim Benabed, F. R. Bouchet, Jean-François Cardoso, Aurelien Benoit-Levy, et al.. CMB polarization can constrain cosmology better than CMB temperature. Physical Review D, 2014, 90 (6), pp.063504. ⟨10.1103/PhysRevD.90.063504⟩. ⟨hal-01117038⟩
Stéphan Clémençon, Sylvain Robbiano. Building confidence regions for the ROC surface. Pattern Recognition Letters, 2014, 46, pp.67-74. ⟨10.1016/j.patrec.2014.04.021⟩. ⟨hal-02107404⟩
Nicolas Seichepine, Slim Essid, Cédric Févotte, Olivier Cappé. Soft Nonnegative Matrix Co-Factorization. IEEE Transactions on Signal Processing, 2014, 62 (22), pp.5940-5949. ⟨10.1109/TSP.2014.2360141⟩. ⟨hal-01116863⟩
L. Ribassin-Majed, R. Lounes, Stéphan Clémençon. Deterministic modelling for transmission of Human Papillomavirus 6/11: impact of vaccination. Mathematical Medicine and Biology, 2014, 31 (2), pp.125-149. ⟨10.1093/imammb/dqt001⟩. ⟨hal-02107354⟩
Adrien Nouvellet, Maurice Charbit, François Roueff, Alexis Le Pichon. Slowness estimation from noisy time delays observed on non-planar arrays. Geophysical Journal International, 2014, 198, pp.1199-1207. ⟨10.1093/gji/ggu197⟩. ⟨hal-01116088⟩
Stéphane Audiere, Elsa D. Angelini, Laurent Sandrin, Maurice Charbit. Maximum Likelihood Estimation of Shear Wave Speed in Transient Elastography. IEEE Transactions on Medical Imaging, 2014, 33 (6), pp.1338-1349. ⟨hal-02286859⟩
Justin Salomon, Emilia Gomez, D. Ellis, Gael Richard. Melody Extraction from Polyphonic Music Signals: Approaches, Applications and Challenges. IEEE Signal Processing Magazine, 2014, 31 (2), pp.118-134. ⟨hal-02286729⟩
Stéphan Clémençon, H. de Arazoza, Fabrice Rossi, Viet Chi Tran. A Network Analysis of the HIV/AIDS Epidemics in Cuba. Social Network Analysis and Mining, 2014. ⟨hal-02286854⟩
Stéphan Clémençon, P. Bertail, J. Tressou. Bootstrapping Robust Statistics for Markovian Data Applications to Regenerative R- and L-Statistics. Journal of Time Series Analysis, 2014. ⟨hal-02286853⟩
Stéphan Clémençon, Marine Depecker. Functional Bipartite Ranking: a Wavelet-Based Filtering Approach. Signal Processing, 2013. ⟨hal-02286451⟩
Cyril Joder, Slim Essid, Gael Richard. Learning Optimal Features for Polyphonic Audio-to-Score Alignment. IEEE Transactions on Audio, Speech and Language Processing, 2013. ⟨hal-02704714⟩
Gael Richard, Shiva Sundaram, Shrikanth Narayanan. An overview on Perceptually Motivated Audio Indexing and Classification. Proceedings of the IEEE, 2013. ⟨hal-02286490⟩
Dana Lahat, Jean-François Cardoso, Hagit Messer. Blind Separation of Multidimensional Components via Subspace Decomposition: Performance Analysis. IEEE Transactions on Signal Processing, 2013. ⟨hal-02286753⟩
Stéphan Clémençon, Emilie Chautru, J. Tressou. A minimum-volume set approach to dietary risk-benefit analysis. Biometrics, 2013. ⟨hal-02286748⟩
Stéphan Clémençon. Télécom ParisTech lance la première formation en France dédiée au Big Data. revue Télécom, 2013. ⟨hal-02286747⟩
Stéphan Clémençon, Emilie Chautru, P. Bertail. On Tail Index Estimation Based on Survey Data. ESAIM: Probability and Statistics, 2013. ⟨hal-02286746⟩
François Rigaud, B. David, Laurent Daudet. A parametric model and estimation techniques for the inharmonicity and tuning of the piano.. Journal of the Acoustical Society of America, 2013, 133 (5), pp.3107-3118. ⟨hal-00856735⟩
Félicien Vallet, Slim Essid, Jean Carrive. A Multimodal Approach to Speaker Diarization on TV Talk-Shows. IEEE Transactions on Multimedia, 2013, 15 (3), pp.509-520. ⟨10.1109/TMM.2012.2233724⟩. ⟨hal-02943545⟩
Jianfeng Yao, Romain Couillet, J. Najim, Merouane Debbah. Fluctuations of an improved population eigenvalue estimator in sample covariance matrix model. IEEE Transactions on Information Theory, 2013, 59 (2). ⟨hal-02286693⟩
Slim Essid, Cédric Févotte. Smooth Nonnegative Matrix Factorization for Unsupervised Audiovisual Document Structuring. IEEE Transactions on Multimedia, 2013, 15 (2), pp.415-425. ⟨10.1109/TMM.2012.2228474⟩. ⟨hal-02943541⟩
Youcef Begriche, Karim Abed-Meraim, Messaoud Thameri. Exact Conditional and Unconditional Cram`er-Rao Bounds for Near Field Localization. IEEE Transactions on Signal Processing, 2013. ⟨hal-02286645⟩
Amandine Schreck, Gersende Fort, Eric Moulines. Adaptive Equi-Energy Sampler: Convergence and Illustration. ACM Transactions on Modeling and Computer Simulation, 2013, 23 (1), pp.27. ⟨hal-02286347⟩
P. Bianchi, Gersende Fort, Walid Hachem. Performance of a Distributed Stochastic Approximation Algorithm. IEEE Transactions on Information Theory, 2013, 59 (11), pp.7405-7418. ⟨10.1109/TIT.2013.2275131⟩. ⟨hal-02286437⟩
Benjamin Elie, François Gautier, B. David. Macro parameters describing the mechanical behavior of classical guitars. Journal of the Acoustical Society of America, 2012, 132 (6), pp.4013-4024. ⟨10.1121/1.4765077⟩. ⟨hal-02286800⟩
M. Ramona, Gael Richard, B. David. Multiclass Feature Selection with Kernel Gram-matrix-based criteria. IEEE Transactions on Neural Networks and Learning Systems, 2012, 23 (10), pp.1611-1623. ⟨hal-02286310⟩
Dana Lahat, Jean-François Cardoso, Hagit Messer. Second-Order Multidimensional ICA: Performance Analysis. IEEE Transactions on Signal Processing, 2012, 60 (9), pp.4598-4610. ⟨10.1109/TSP.2012.2199985⟩. ⟨hal-02286750⟩
Slim Essid, Marc Gowing, Georgios Kordelas, Anil Aksay, P. Kelly, et al.. A multi-modal dance corpus for research into interaction between humans in virtual environments. Journal on Multimodal User Interfaces, 2012, pp.1-14. ⟨10.1007/s12193-012-0109-5⟩. ⟨hal-02286487⟩
N. Ksairi, Philippe Ciblat, P. Bianchi, Walid Hachem. Performance analysis over slow fading channels of a half-duplex single-relay protocol: Decode or Quantize and Forward. IEEE Transactions on Communications, 2012, 60 (7), pp.2009-2016. ⟨hal-02286369⟩
Stéphan Clémençon, Antoine Dematteo, Mathilde Mougeot, N. Vayatis. Sloshing in the shipping industry: risk modelling through multivariate heavy-tail analysis. Journal of the Acoustical Society of America, 2012. ⟨hal-02286349⟩
Manuel Moussallam, Laurent Daudet, Gael Richard. Matching Pursuits with Random Sequential Subdictionaries. Signal Processing, 2012, 92, pp.2532-2544. ⟨10.1016/j.sigpro.2012.03.019⟩. ⟨hal-00696181⟩
Mélanie Zetlaoui, Max Feinberg, Philippe Verger, Stéphan Clémençon. Extraction of food consumption systems by nonnegative matrix factorization (NMF) for the assessment of food choices. Biometrics, 2011, 67 (4), pp.1647-1658. ⟨10.1111/j.1541-0420.2011.01588.x⟩. ⟨hal-01019412⟩
Cyril Joder, Slim Essid, Gael Richard. A Conditional Random Field Framework for Robust and Scalable Audio-to-Score Matching. IEEE Transactions on Audio, Speech and Language Processing, 2011. ⟨hal-02653026⟩
Jean-Louis Durrieu, Bertrand David, Gael Richard. A musically motivated mid-level representation for pitch estimation and musical audio source separation. IEEE Journal on Selected Topics in Signal Processing, 2011. ⟨hal-02653051⟩
Meinard Müller, Daniel P.W. Ellis, Anssi Klapuri, Gael Richard. Signal Processing for Music Analysis. IEEE Journal of Selected Topics in Signal Processing, 2011, 5, ⟨10.1109/JSTSP.2011.2112333⟩. ⟨hal-02653036⟩
Patrice Bertail, Stéphan Clémençon. A Renewal Approach to Markovian U-statistics. Mathematical Methods of Statistics, 2011, 20 (2), pp.79-105. ⟨10.3103/S1066530711020013⟩. ⟨hal-00442278v2⟩
Przemyslaw Dymarski, Nicolas Moreau, Gael Richard. Greedy sparse decompositions: a comparative study. EURASIP Journal on Advances in Signal Processing, 2011. ⟨hal-02653068⟩
Jean-Louis Durrieu, Gael Richard, Bertrand David, Cédric Févotte. Source/Filter Model for Unsupervised Main Melody Extraction From Polyphonic Audio Signals. IEEE Transactions on Audio, Speech and Language Processing, 2010. ⟨hal-02652995⟩
Emmanuel Ravelli, Gael Richard, Laurent Daudet. Audio signal representations for indexing in the transform domain. IEEE Transactions on Audio, Speech and Language Processing, 2010. ⟨hal-02652798⟩
Stéphan Clémençon, Nicolas Vayatis. Overlaying classiers: a practical approach to optimal scoring. Constructive Approximation, 2010, 32 (3), pp.619-648. ⟨10.1007/s00365-010-9084-9⟩. ⟨hal-00341246⟩
Cyril Joder, Slim Essid, Gael Richard. Temporal Integration for Audio Classification With Application to Musical Instrument Classification. IEEE Transactions on Audio, Speech and Language Processing, 2009, 17, ⟨10.1109/TASL.2008.2007613⟩. ⟨hal-02652782⟩
Emmanuel Ravelli, Gael Richard, Laurent Daudet. Union of MDCT Bases for Audio Coding. IEEE Transactions on Audio, Speech and Language Processing, 2008, 16, ⟨10.1109/TASL.2008.2004290⟩. ⟨hal-02652697⟩
Stéphan Clémençon, Viet Chi Tran, Hector de Arazoza. A stochastic SIR model with contact-tracing: large population limits and statistical inference. Journal of Biological Dynamics, 2008, 2 (4), pp.392-414. ⟨10.1080/17513750801993266⟩. ⟨hal-02107166⟩
Stéphan Clémençon, Gabor Lugosi, Nicolas Vayatis. Ranking and Empirical Minimization of U-statistics. Annals of Statistics, 2008, 36 (2), pp.844-874. ⟨10.1214/009052607000000910⟩. ⟨hal-02107134⟩
Olivier Gillet, Gael Richard. Transcription and Separation of Drum Signals From Polyphonic Music. IEEE Transactions on Audio, Speech and Language Processing, 2008, ⟨10.1109/TASL.2007.914120⟩. ⟨hal-02652666⟩
Michaël Betser, Patrice Collen, Gael Richard, Bertrand T. David. Estimation of Frequency for AM/FM Models Using the Phase Vocoder Framework. IEEE Transactions on Signal Processing, 2008, 56, ⟨10.1109/TSP.2007.906768⟩. ⟨hal-02652652⟩
Gael Richard. Audio Indexing. Encyclopedia of Data Warehousing and Mining, 2008. ⟨hal-02652687⟩
Olivier Gillet, Slim Essid, Gael Richard. On the Correlation of Automatic Audio and Visual Segmentations of Music Videos. IEEE Transactions on Circuits and Systems for Video Technology, 2007, 17, ⟨10.1109/TCSVT.2007.890831⟩. ⟨hal-02652635⟩
Miguel A Alonso-Arévalo, Gael Richard, Bertrand David. Tempo estimation for audio recordings. Interface, Journal of New Music Research, 2007. ⟨hal-02652625⟩
Miguel Alonso, Gael Richard, Bertrand David. Accurate tempo estimation based on harmonic+noise decomposition. EURASIP Journal on Advances in Signal Processing, 2007. ⟨hal-02652614⟩
Chloé Clavel, Ioana Vasilescu, Gael Richard, Laurence Devillers. Du corpus émotionnel au système de détection : le point de vue applicatif de la surveillance dans les lieux publics. Revue des Sciences et Technologies de l'Information - Série RIA : Revue d'Intelligence Artificielle, 2006. ⟨hal-02652597⟩
Gael Richard, Olivier Cappé. Synthèse de la parole à partir du texte. Techniques de l'Ingénieur, 2003. ⟨hal-02652561⟩
Henk van den Heuvel, Louis Boves, Asuncion Moreno, Maurizio Omologo, Gael Richard, et al.. Annotation in the SpeechDat Projects. International Journal of Speech Technology, 2001, 4, pp.127 - 143. ⟨hal-02652545⟩
Fabrice Cancre, Jean-François Cardoso, Mathias Fink. A universal diffraction correction curve. Ultrasonic Imaging, 1987, 9 (1), pp.67. ⟨hal-02286749⟩

Communications dans un congrès569 document

Scott Pesme, Radu-Alexandru Dragomir, Nicolas Flammarion. Implicit Bias of Mirror Flow on Separable Data. NeurIPS 2024 : The 38th Annual Conference on Neural Information Processing Systems, Dec 2024, Vancouver, Canada. ⟨hal-04807077⟩
David Perera, Victor Letzelter, Théo Mariotte, Adrien Cortés, Mickael Chen, et al.. Annealed Multiple Choice Learning: Overcoming limitations of Winner-takes-all with annealing. NeurIPS 2024 : 38th Conference on Neural Information Processing Systems, Dec 2024, Vancouver, Canada. ⟨hal-04762097⟩
Yoto Fujita, Aditya Arie Nugraha, Diego Di Carlo, Yoshiaki Bando, Mathieu Fontaine, et al.. Run-Time Adaptation of Neural Beamforming for Robust Speech Dereverberation and Denoising. 2024 APSIPA : Asia-Pacific Signal and Information Processing Association, Dec 2024, Macau China, China. ⟨hal-04736454⟩
Morgan Buisson, Brian Mcfee, Slim Essid. Using Pairwise Link Prediction and Graph Attention Networks for Music Structure Analysis. 25th International Society for Music Information Retrieval (ISMIR) (2024), Nov 2024, San Francisco (CA), United States. ⟨hal-04665063v2⟩
Antonin Gagnere, Geoffroy Peeters, Slim Essid. A Contrastive Self-Supervised Learning scheme for beat tracking amenable to few-shot learning. ISMIR 2024 : 25th International Society for Music Information Retrieval (ISMIR) Conference Onsite and Virtual, Nov 2024, San Francisco, Californ, United States. ⟨hal-04768296⟩
Morgan Buisson, Christopher Ick, Tom Xi, Brian McFee. Zero-Shot Structure Labeling with Audio And Language Model Embeddings. Extended Abstracts for the Late-Breaking Demo Session of the 25th International Society for Music Information Retrieval Conference (ISMIR), Nov 2024, San Francisco California, United States. ⟨hal-04764247⟩
Paraskevas Stamatiadis, Michel Olvera, Slim Essid. SALT: STANDARDIZED AUDIO EVENT LABEL TAXONOMY. DCASE, Oct 2024, Tokyo, Japan. ⟨hal-04695595⟩
Michel Olvera, Paraskevas Stamatiadis, Slim Essid. A SOUND DESCRIPTION: EXPLORING PROMPT TEMPLATES AND CLASS DESCRIPTIONS TO ENHANCE ZERO-SHOT AUDIO CLASSIFICATION. DCASE 2024 - 9th Workshop on Detection and Classification of Acoustic Scenes and Events, Oct 2024, Tokyo, Japan. ⟨hal-04701759⟩
Lorenzo Guerra, Linhan Xu, Paolo Bellavista, Thomas Chapuis, Guillaume Duc, et al.. AI-Driven Intrusion Detection Systems (IDS) on the ROAD Dataset: A Comparative Analysis for Automotive Controller Area Network (CAN). CSCS '24: Proceedings of the 2024 on Cyber Security in CarS Workshop, Oct 2024, Salt Lake City, United States. pp.39-49, ⟨10.1145/3689936.3694696⟩. ⟨hal-04795854⟩
Xuanyu Zhuang, Geoffroy Peeters, Gaël Richard. EPISODIC FINE-TUNING PROTOTYPICAL NETWORKS FOR OPTIMIZATION-BASED FEW-SHOT LEARNING: APPLICATION TO AUDIO CLASSIFICATION. 2024 IEEE International Workshop on Machine Learning for Signal Processing (MLSP 2024), Sep 2024, London (UK), United Kingdom. ⟨hal-04720291⟩
Teysir Baoueb, Xiaoyu Bie, Hicham Janati, Gael Richard. WaveTransfer: A Flexible End-to-end Multi-instrument Timbre Transfer with Diffusion. 2024 IEEE International Workshop on Machine Learning for Signal Processing (MLSP 2024), Sep 2024, London (UK), United Kingdom. ⟨hal-04685184⟩
Anh Ngo, Dirk Heylen, Nicolas Rollet, Catherine Pelachaud, Chloé Clavel. Exploration of Human Repair Initiation in Task-oriented Dialogue : A Linguistic Feature-based Approach. SIGDIAL 2024 - 25th Meeting of the Special Interest Group on Discourse and Dialogue, Sep 2024, Kyoto, Japan. pp.603-609. ⟨hal-04745323⟩
Lorraine Vanel, Ariel R. Ramos Vela, Alya Yacoubi, Chloé Clavel. Socio-Emotional Response Generation: A Human Evaluation Protocol for LLM-Based Conversational Systems. AHRI 2024 : The 3rd Workshop on Affective Human-Robot Interaction at ACII 2024, Sep 2024, Glasgow, United Kingdom. ⟨hal-04801861⟩
Louis Bahrman, Mathieu Fontaine, Jonathan Le Roux, Gaël Richard. Speech dereverberation constrained on room impulse response characteristics. INTERSPEECH, Sep 2024, Kos Island, Greece. ⟨hal-04640068⟩
Martin Lebourdais, Théo Mariotte, Antonio Almudévar, Marie Tahon, Alfonso Ortega. Explainable by-design Audio Segmentation through Non-Negative Matrix Factorization and Probing. Interspeech 2024, International Speech Communication Association (ISCA), Sep 2024, Kos / Greece, France. ⟨hal-04617131⟩
Liam Kelley, Diego Di Carlo, Aditya Arie Nugraha, Mathieu Fontaine, Yoshiaki Bando, et al.. RIR-in-a-Box: Estimating Room Acoustics from 3D Mesh Data through Shoebox Approximation. INTERSPEECH, Sep 2024, Kos International Convention Center, Kos Island, Greece. ⟨hal-04632526⟩
Anton Emelchenkov, Mathieu Fontaine, Yves Grenier, Hervé Mahé, François Roueff. Multifrequency Highly Oscillating Aperiodic Amplitude Estimation for Nonlinear Chirp Signal. European Signal Processing Conference (EUSIPCO), Aug 2024, Lyon, France. ⟨hal-04614241⟩
Benoît Giniès, Xiaoyu Bie, Olivier Fercoq, Gaël Richard. Using Random Codebooks for Audio Neural AutoEncoders. EUROPEAN SIGNAL PROCESSING CONFERENCE 2024 [EUSIPCO], Aug 2024, Lyon, France. ⟨hal-04705811⟩
David Perera, Slim Essid, Richard Gaël. Invariance-based layer regularization for sound event detection. European Signal Processing Conference, Aug 2024, Lyon, France. ⟨hal-04645968⟩
Victor Letzelter, David Perera, Cédric Rommel, Mathieu Fontaine, Slim Essid, et al.. Winner-takes-all learners are geometry-aware conditional density estimators. International Conference on Machine Learning, Jul 2024, Vienne (Autriche), Austria. ⟨hal-04574640⟩
Ayoub Wehby, Sherali Zeadally, Rida Khatoun, Mohammed Bouchouia, Ahmad Fadlallah. How Does Distributed Denial of Service Affect the Connected Cars Environment?. International Conference on Control, Decision and Information Technologies (CoDIT'2024), Jul 2024, Valletta, Malta. ⟨hal-04616517⟩
Yasser Benigmim, Subhankar Roy, Slim Essid, Vicky Kalogeiton, Stéphane Lathuilière. Collaborating Foundation Models for Domain Generalized Semantic Segmentation. The IEEE/CVF Conference on Computer Vision and Pattern Recognition 2024, Jun 2024, Seattle, WA, United States. pp.3108-3119, ⟨10.1109/CVPR52733.2024.00300⟩. ⟨hal-04611902⟩
Chadi Helwe, Tom Calamai, Pierre-Henri Paris, Chloé Clavel, Fabian M Suchanek. MAFALDA: A Benchmark and Comprehensive Study of Fallacy Detection and Classification. NAACL 2024 - North American Chapter of the Association for Computational Linguistics, Jun 2024, Mexico City, Mexico. pp.4810-4845, ⟨10.18653/v1/2024.naacl-long.270⟩. ⟨hal-04631163⟩
Yanzhu Guo, Guokan Shang, Michalis Vazirgiannis, Chloé Clavel. The Curious Decline of Linguistic Diversity: Training Language Models on Synthetic Text. NAACL 2024 Findings - Annual Conference of the North American Chapter of the Association for Computational Linguistics, Jun 2024, Mexico City, Mexico. ⟨hal-04593399⟩
Anh Ngo, Chloé Clavel, Catherine Pelachaud, Nicolas Rollet. Multimodal models of repair in social human-agent interactions. WACAI 2024: Workshop Affect, Compagnons Artificiels et Interactions, Jun 2024, Bordeaux, France. ⟨hal-04630089⟩
Mélanie Gornet, Simon Delarue, Maria Boritchev, Tiphaine Viard. Mapping AI ethics: a meso-scale analysis of its charters and manifestos. FAccT '24: The 2024 ACM Conference on Fairness, Accountability, and Transparency, Jun 2024, Rio de Janeiro, Brazil. pp.127-140, ⟨10.1145/3630106.3658545⟩. ⟨halshs-04654217⟩
Sarah Nabi, Philippe Esling, Geoffroy Peeters, Frédéric Bevilacqua. Embodied exploration of deep latent spaces in interactive dance-music performance. 9th International Conference on Movement and Computing (MOCO '24), May 2024, Utrecht, Netherlands. ⟨10.1145/3658852.3659072⟩. ⟨hal-04602229⟩
Tamim El Ahmad, Luc Brogat-Motte, Pierre Laforgue, Florence d'Alché-Buc. Sketch In, Sketch Out: Accelerating both Learning and Inference for Structured Prediction with Kernels. 27th International Conference on Artificial Intelligence and Statistics (AISTATS), May 2024, Valencia, Spain. ⟨hal-04001898v2⟩
Antoine Gourru, Charlotte Laclau, Manvi Choudhary, Christine Largeron. Variational Perspective on Fair Edge Prediction. International Symposium on Intelligent Data Analysis, Apr 2024, Stockholm, Sweden. ⟨hal-04428828⟩
Bernardo Torres, Geoffroy Peeters, Gaël Richard. Unsupervised Harmonic Parameter Estimation Using Differentiable DSP and Spectral Optimal Transport. IEEE International Conference on Acoustics, Speech and Signal Processing, Apr 2024, Seoul, South Korea. ⟨hal-04358467v3⟩
Haocheng Liu, Teysir Baoueb, Mathieu Fontaine, Jonathan Le Roux, Gael Richard. GLA-Grad: A Griffin-Lim Extended Waveform Generation Diffusion Model. IEEE International Conference on Acoustics, Speech and Signal Processing, Apr 2024, Seoul (Korea), South Korea. ⟨hal-04424100⟩
Aurian Quelennec, Michel Olvera, Geoffroy Peeters, Slim Essid. ON THE CHOICE OF THE OPTIMAL TEMPORAL SUPPORT FOR AUDIO CLASSIFICATION WITH PRE-TRAINED EMBEDDINGS. ICASSP, IEEE, Apr 2024, Séoul, South Korea. ⟨hal-04360221⟩
Côme Peladeau, Geoffroy Peeters. Blind estimation of audio effects using an auto-encoder approach and differentiable digital signal processing. ICASSP 2024 - 2024 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), IEEE, Apr 2024, Seoul, South Korea. pp.856-860, ⟨10.1109/ICASSP48485.2024.10448301⟩. ⟨hal-04539329⟩
Antonin Gagneré, Slim Essid, Geoffroy Peeters. Adapting Pitch-Based Self Supervised Learning Models for Tempo Estimation. ICASSP 2024 - 2024 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Apr 2024, Seoul, South Korea. pp.956-960, ⟨10.1109/ICASSP48485.2024.10447129⟩. ⟨hal-04544157⟩
Thomas Serre, Mathieu Fontaine, Éric Benhaim, Geoffroy Dutour, Slim Essid. A LIGHTWEIGHT DUAL-STAGE FRAMEWORK FOR PERSONALIZED SPEECH ENHANCEMENT BASED ON DEEPFILTERNET2. ICASSP, Apr 2024, Seoul (Korea), South Korea. ⟨hal-04541350⟩
Diego Di Carlo, Aditya Arie Nugraha, Mathieu Fontaine, Yoshiaki Bando, Kazuyoshi Yoshii. NEURAL STEERER: NOVEL STEERING VECTOR SYNTHESIS WITH A CAUSAL NEURAL FIELD OVER FREQUENCY AND DIRECTION. ICASSP, Apr 2024, Seoul (Korea), South Korea. ⟨hal-04479188⟩
Teysir Baoueb, Haocheng Liu, Mathieu Fontaine, Jonathan Le Roux, Gael Richard. SpecDiff-GAN: A Spectrally-Shaped Noise Diffusion GAN for Speech and Music Synthesis. IEEE International Conference on Acoustics, Speech and Signal Processing, Apr 2024, Seoul (Korea), South Korea. ⟨hal-04423979⟩
Elio Gruttadauria, Mathieu Fontaine, Slim Essid. ONLINE SPEAKER DIARIZATION OF MEETINGS GUIDED BY SPEECH SEPARATION. IEEE International Conference on Acoustics, Speech, and Signal Processing, Apr 2024, Seoul (Korea), South Korea. ⟨hal-04419041⟩
Manvi Agarwal, Changhong Wang, Gaël Richard. Structure-informed Positional Encoding for Music Generation. IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Apr 2024, Seoul, South Korea. ⟨hal-04432659v3⟩
Gael Richard, Pierre Chouteau, Bernardo Torres. A fully differentiable model for unsupervised singing voice separation. IEEE International Conference on Acoustics, Speech, and Signal Processing, Apr 2024, Seoul, South Korea. ⟨hal-04356813v2⟩
Fatos Torba, Christophe Gravier, Charlotte Laclau, Abderrhammen Kammoun, Julien Subercaze. A Study on Hierarchical Text Classification as a Seq2seq Task. 46th European Conference on Information Retrieval (ECIR 2024), Mar 2024, GLASGOW, United Kingdom. ⟨hal-04423348⟩
Tiphaine Viard, Mélanie Gornet, Simon Delarue. Interpretive flexibility in data science and artificial intelligence. Undone Computer Science, Feb 2024, Nantes, France. ⟨halshs-04579125⟩
José Manuel Gil Panal, Aurélien David, Gael Richard. HI-AUDIO ONLINE PLATFORM: OPPORTUNITIES AND CHALLENGES OF COLLECTING VARIED MUSIC DATA ON THE WEB. International Society for Music Information Retrieval Conference (ISMIR), Late-Breaking Demo, 2024, San Francisco CA, United States. ⟨hal-04809004⟩
James Cheshire, Stéphan Clémençon, Vincent Laurent. Active Bipartite Ranking. Thirty-seventh Annual Conference on Neural Information Processing Systems, Dec 2023, New Orleans, United States. ⟨hal-04242023v2⟩
Pierre Colombo, Marine Picot, Nathan Noiry, Guillaume Staerman, Pablo Piantanida. Toward Stronger Textual Attack Detectors. 2023 Conference on Empirical Methods in Natural Language Processing (EMNLP 2023), Dec 2023, Singapour, Singapore. pp.484-505, ⟨10.18653/v1/2023.findings-emnlp.35⟩. ⟨hal-04574946⟩
Yanzhu Guo, Guokan Shang, Virgile Rennard, Michalis Vazirgiannis, Chloé Clavel. Automatic Analysis of Substantiation in Scientific Peer Reviews. Findings of the Association for Computational Linguistics: EMNLP 2023, Dec 2023, Singapore (SG), Singapore. pp.10198-10216, ⟨10.18653/v1/2023.findings-emnlp.684⟩. ⟨hal-04593403⟩
Thibaud Leteno, Antoine Gourru, Charlotte Laclau, Rémi Emonet, Christophe Gravier. Fair Text Classification with Wasserstein Independence. 2023 Conference on Empirical Methods in Natural Language Processing, Dec 2023, Singapore, Singapore. pp.15790-15803, ⟨10.18653/v1/2023.emnlp-main.978⟩. ⟨hal-04390768⟩
Marc Hulcelle, Giovanna Varni, Nicolas Rollet, Chloé Clavel. Comparing a Mentalist and an Interactionist Approach for Trust Analysis in Human-Robot Interaction. HAI '23: International Conference on Human-Agent Interaction, Dec 2023, Gothenburg, Sweden. pp.273-280, ⟨10.1145/3623809.3623840⟩. ⟨hal-04644398⟩
Victor Letzelter, Mathieu Fontaine, Mickaël Chen, Patrick Pérez, Slim Essid, et al.. Resilient Multiple Choice Learning: A learned scoring scheme with application to audio scene analysis. Advances in neural information processing systems, Dec 2023, New Orleans, United States. ⟨hal-04216055⟩
Changhong Wang, Gaël Richard, Brian Mcfee. Transfer Learning and Bias Correction with Pre-trained Audio Embeddings. The 24th conference of the International Society for Music Information Retrieval (ISMIR), Nov 2023, Milan, Italy. ⟨hal-04160013⟩
Geoffroy Peeters. Self-Similarity-Based and Novelty-based loss for music structure analysis. Conference of the International Society for Music Information Retrieval, Nov 2023, Milano, Italy. ⟨hal-04155178⟩
Morgan Buisson, Brian Mcfee, Slim Essid, Helene-Camille Crayencour. A Repetition-based Triplet Mining Approach for Music Segmentation. International Society for Music Information Retrieval (ISMIR), Nov 2023, Milan, Italy. ⟨hal-04202766⟩
Alain Riou, Stefan Lattner, Gaëtan Hadjeres, Geoffroy Peeters. PESTO: Pitch Estimation with Self-supervised Transposition-equivariant Objective. International Society for Music Information Retrieval Conference (ISMIR 2023), Nov 2023, Milan, Italy. ⟨10.48550/arXiv.2309.02265⟩. ⟨hal-04260042⟩
Pierre Colombo, Maxime Peyrard, Nathan Noiry, Robert West, Pablo Piantanida. The Glass Ceiling of Automatic Evaluation in Natural Language Generation. IJCNLP-AACL 2023 : The 13th International Joint Conference on Natural Language Processing and the 3rd Conference of the Asia-Pacific Chapter of the Association for Computational Linguistics, Nov 2023, Nusa Dua, Bali, Indonesia. pp.178-183, ⟨10.18653/v1/2023.findings-ijcnlp.16⟩. ⟨hal-04575126⟩
Jose Manuel Gil Panal, Aurélien David, Gael Richard. THE HI-AUDIO ONLINE PLATFORM FOR DISTRIBUTED MUSIC CROWDSOURCING DATABASE COLLECTION. Late Breaking Demo - International Society for Music Information Retrieval Conference (ISMIR), Nov 2023, Milan (Italie), Italy. ⟨hal-04265346⟩
Bernardo Torres, Stefan Lattner, Gael Richard. Singer Identity Representation Learning using Self-Supervised Techniques. International Society for Music Information Retrieval Conference (ISMIR 2023), Nov 2023, Milan, Italy. ⟨hal-04186048⟩
Pierre Colombo, Nathan Noiry, Guillaume Staerman, Pablo Piantanida. A Novel Information-Theoretic Objective to Disentangle Representations for Fair Classification. IJCNLP-AACL 2023 : The 13th International Joint Conference on Natural Language Processing and the 3rd Conference of the Asia-Pacific Chapter of the Association for Computational Linguistics, Nov 2023, Nusa Dua, Bali, Indonesia. pp.184-198, ⟨10.18653/v1/2023.findings-ijcnlp.17⟩. ⟨hal-04574970⟩
Aditya Arie Nugraha, Diego Di Carlo, Yoshiaki Bando, Mathieu Fontaine, Kazuyoshi Yoshii. Time-Domain Audio Source Separation Based on Gaussian Processes with Deep Kernel Learning. WASPAA, Oct 2023, New Paltz, France. ⟨hal-04172863⟩
Alisa Barkar, Mathieu Chollet, Beatrice Biancardi, Chloe Clavel. Insights Into the Importance of Linguistic Textual Features on the Persuasiveness of Public Speaking. iCMI 2023: 25th International Conference on Multimodal Interaction, Oct 2023, Paris, France. pp.51-55, ⟨10.1145/3610661.3617161⟩. ⟨hal-04251755⟩
Victor Quétu, Enzo Tartaglione. Dodging the Double Descent in Deep Neural Networks. 2023 IEEE International Conference on Image Processing (ICIP), Oct 2023, Kuala Lumpur, Malaysia. pp.1625-1629, ⟨10.1109/ICIP49359.2023.10222624⟩. ⟨hal-04206447⟩
Zhu Liao, Victor Quétu, Van-Tam Nguyen, Enzo Tartaglione. Can Unstructured Pruning Reduce the Depth in Deep Neural Networks?. Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV) Workshops, Oct 2023, Paris, France. ⟨hal-04254405⟩
Xuanlong Yu, Juan C Sanmiguel, Xiaowen Zhang, Marcos Escudero-Viñolo, Rui Peng, et al.. The Robust Semantic Segmentation UNCV2023 Challenge Results. 2023 IEEE/CVF International Conference on Computer Vision (ICCVW) Workshops, Oct 2023, Paris, France. pp.4620-4630, ⟨10.1109/iccvw60793.2023.00496⟩. ⟨hal-04321188⟩
Alexander Bondarenko, Maik Fröbe, Johannes Kiesel, Ferdinand Schlatt, Valentin Barriere, et al.. Overview of Touché 2023: Argument and Causal Retrieval. 14th Conference and Labs of Evaluation Forum, Sep 2023, Thessalokini, Greece. pp.507-530, ⟨10.1007/978-3-031-42448-9_31⟩. ⟨hal-04440353⟩
Alafate Abulimiti, Chloé Clavel, Justine Cassell. When to generate hedges in peer-tutoring interactions. SIGDIAL - 24th Meeting of the Special Interest Group on Discourse and Dialogue, Sep 2023, Prague, Czech Republic. ⟨hal-04212792⟩
Louis Bahrman, Marina Krémé, Paul Magron, Antoine Deleforge. Signal Inpainting from Fourier Magnitudes. EUSIPCO 2023, Sep 2023, Helsinki, Finland. ⟨10.23919/EUSIPCO58844.2023.10289727⟩. ⟨hal-03832480v3⟩
Victoria Eyharabide, Laurence Likforman-Sulem, Lucia Maria Orlandi, Alexandre Binoux, Theophile Rageau, et al.. Study of historical Byzantine seal images: the BHAI project for computer-based sigillography. ICDAR 2023 International Workshop on Historical Document Imaging and Processing (7th edition) (HIP’23), Aug 2023, San José, CA, United States. pp.49-54, ⟨10.1145/3604951.3605523⟩. ⟨hal-04135264⟩
Salah Zaiem, Titouan Parcollet, Slim Essid. Automatic Data Augmentation for Domain Adapted Fine-Tuning of Self-Supervised Speech Representations. INTERSPEECH 2023, Aug 2023, Dublin (Ireland), Ireland. pp.67-71, ⟨10.21437/Interspeech.2023-1040⟩. ⟨hal-04216177⟩
Salah Zaiem, Youcef Kemiche, Titouan Parcollet, Slim Essid, Mirco Ravanelli. Speech Self-Supervised Representation Benchmarking: Are We Doing it Right?. INTERSPEECH 2023, Aug 2023, Dublin, Ireland. pp.2873-2877, ⟨10.21437/Interspeech.2023-1087⟩. ⟨hal-04216175⟩
Ekhine Irurozki, Morgane Goibert, Clément Calauzènes, Stéphan Clémençon. Robust Consensus in Ranking Data Analysis: Definitions, Properties and Computational Issues. Proceedings of the 40 th International Conference on Machine Learning, Jul 2023, Honolulu, United States. ⟨hal-04253761⟩
Yinghao Wang, Rémi Nahon, Enzo Tartaglione, Pavlo Mozharovskyi, Van-Tam Nguyen. Optimized preprocessing and Tiny ML for Attention State Classification. 2023 IEEE Statistical Signal Processing Workshop (SSP), Jul 2023, Hanoi, Vietnam. pp.695-699, ⟨10.1109/SSP53291.2023.10207930⟩. ⟨hal-04254122⟩
Aina Garí Soler, Matthieu Labeau, Chloé Clavel. Measuring Lexico-Semantic Alignment in Debates with Contextualized Word Representations. Proceedings of the First Workshop on Social Influence in Conversations (SICon 2023), Jul 2023, Toronto, Canada. pp.50-63, ⟨10.18653/v1/2023.sicon-1.6⟩. ⟨hal-04593478⟩
Gaël Guibon, Matthieu Labeau, Luce Lefeuvre, Chloé Clavel. An Adaptive Layer to Leverage Both Domain and Task Specific Information from Scarce Data. Proceedings of the 37th AAAI Conference on Artificial Intelligence, Jun 2023, Washington DC, United States. pp.7757-7765, ⟨10.1609/aaai.v37i6.25940⟩. ⟨hal-04273545⟩
Yasser Benigmim, Subhankar Roy, Slim Essid, Vicky Kalogeiton, Stéphane Lathuilière. One-shot Unsupervised Domain Adaptation with Personalized Diffusion Models. IEEE/CVF Conference on Computer Vision and Pattern Recognition- Workshop on Generative Models for Computer Vision, Jun 2023, vancouver, Canada. pp.698-708, ⟨10.1109/CVPRW59228.2023.00077⟩. ⟨hal-04205024⟩
Lorraine Vanel, Alya Yacoubi, Chloe Clavel. Protocole d'annotation multi-label pour une nouvelle approche à la génération de réponse socio-émotionnelle orientée-tâche. 18e Conférence en Recherche d'Information et Applications -- 16e Rencontres Jeunes Chercheurs en RI -- 30e Conférence sur le Traitement Automatique des Langues Naturelles -- 25e Rencontre des Étudiants Chercheurs en Informatique pour le Traitement Automatique des Langues, Jun 2023, Paris, France. pp.335-348. ⟨hal-04130132⟩
Andréa Blivet, Solène Degrutère, Barbara Gendron, Aurélien Renault, Cyrille Siouffi, et al.. Participation de l'équipe TTGV à DEFT 2023~: Réponse automatique à des QCM issus d'examens en pharmacie. CORIA TALN RJCRI RECITAL 2023, Jun 2023, Paris, France. pp.23-38. ⟨hal-04131585⟩
Florian Angulo, Slim Essid, Geoffroy Peeters, Christophe Mietlicki. Cosmopolite Sound Monitoring (CoSMo): A Study of Urban Sound Event Detection Systems Generalizing to Multiple Cities. ICASSP 2023 - 2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Jun 2023, Rhodes Island, Greece. pp.1-5, ⟨10.1109/ICASSP49357.2023.10095833⟩. ⟨hal-04093374⟩
Félix Mathieu, Thomas Courtat, Gael Richard, Geoffroy Peeters. LEARNING INTERPRETABLE FILTERS IN WAV-UNET FOR SPEECH ENHANCEMENT. IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), Jun 2023, Rhodes, Greece. ⟨hal-04048829⟩
Salah Zaiem, Robin Algayres, Titouan Parcollet, Slim Essid, Mirco Ravanelli. Fine-tuning strategies for faster inference using speech self-supervised models: a comparative study. ICASSP 2023 - International Conference on Acoustics, Speech, and Signal Processing, Jun 2023, Rhodes, Greece. ⟨hal-04076307⟩
Isaia Andrenacci, Matteo Lonardi, Petros Ramantanis, Elie Awwad, Ekhine Irurozki, et al.. Fast and accurate nonlinear interference in-band spectrum prediction for sparse channel allocation. 27th International Conference on Optical Network Design and Modelling (ONDM 2023), NESC Coimbra - Instituto de Engenharia de Sistemas e Computadores de Coimbra, May 2023, Coimbra, Portugal. ⟨hal-04181570⟩
Beatrice Biancardi, Mathieu Chollet, Chloé Clavel. Introducing the 3MT_French Dataset. 1st International Multimodal Communication Symposium, Apr 2023, Barcellona, Spain. ⟨hal-04087420⟩
Elvis Dohmatob, Chuan Guo, Morgane Goibert. Origins of Low-dimensional Adversarial Perturbations. AISTATS 2023, Apr 2023, Valencia, Spain. ⟨hal-03959766⟩
Thibaud Leteno, Antoine Gourru, Charlotte Laclau, Christophe Gravier. An Investigation of Structures Responsible for Gender Bias in BERT and DistilBERT. International Symposium on Intelligent Data Analysis, Apr 2023, Louvain-la-Neuve, Belgium. pp.249-261, ⟨10.1007/978-3-031-30047-9_20⟩. ⟨hal-04213215⟩
Qi Gan, Sao Mai Nguyen, Eric Fenaux, Stéphan Clémençon, Mounim El Yacoubi, et al.. Reconstruction of trajectories of athletes using computer vision models and kinetic analysis. The 17th Annual MIT Sloan Sports Analytics Conference, Mar 2023, Boston, MA, United States. pp.443997. ⟨hal-04126067⟩
Beatrice Biancardi, Yingjie Duan, Mathieu Chollet, Chloé Clavel. It’s not Just What You Do but also When You Do It: Novel Perspectives for Informing Interactive Public Speaking Training. International Conference on Human Computer Interaction Theory and Applications, Feb 2023, Lisbonne, Portugal. pp.193-200, ⟨10.5220/0011680400003417⟩. ⟨hal-04087415⟩
Quang Huy Tran, Hicham Janati, Nicolas Courty, Rémi Flamary, Ievgen Redko, et al.. Unbalanced CO-Optimal Transport. AAAI, Feb 2023, Washington, United States. ⟨10.1609/aaai.v37i8.26193⟩. ⟨hal-04250963⟩
Thomas Pethick, Olivier Fercoq, Puya Latafat, Panagiotis Patrinos, Volkan Cevher. Solving stochastic weak Minty variational inequalities without increasing batch size. International Conference on Learning Representations ICLR, 2023, Kigali, Rwanda. ⟨hal-04075832⟩
Etienne Desticourt, Véronique Letort, Florence d'Alché-Buc. Interpretable Generative Modeling Using a Hierarchical Topological VAE. 2022 International Conference on Computational Science and Computational Intelligence (CSCI), Dec 2022, Las Vegas, United States. pp.1415-1421, ⟨10.1109/CSCI58124.2022.00253⟩. ⟨hal-04573531⟩
Morgane Goibert, Thomas Ricatte, Elvis Dohmatob. An Adversarial Robustness Perspective on the Topology of Neural Networks. ML Safety Workshop, NeurIPS 2022, Dec 2022, New Orleans, United States. ⟨hal-03959759⟩
Jean-Rémy Conti, Stéphan Clémençon. Assessing Performance and Fairness Metrics in Face Recognition – Bootstrap Methods. NeurIPS 2022 : Trustworthy and Socially Responsible Machine Learning (TSRML), Dec 2022, Virtual conference, France. ⟨hal-04590498⟩
Chadi Helwe, Simon Coumes, Chloé Clavel, Fabian Suchanek. TINA: Textual Inference with Negation Augmentation. The 2022 Conference on Empirical Methods in Natural Language Processing ( EMNLP 2022 ), Dec 2022, Abu Dhabi, United Arab Emirates. ⟨hal-03870605⟩
Yanzhu Guo, Chloé Clavel, Moussa Kamal Eddine, Michalis Vazirgiannis. Questioning the Validity of Summarization Datasets and Improving Their Factual Consistency. 2022 Conference on Empirical Methods in Natural Language Processing, Dec 2022, Abu Dhabi, United Arab Emirates. pp.5716-5727, ⟨10.18653/v1/2022.emnlp-main.386⟩. ⟨hal-04494204⟩
Chadi Helwe, Chloé Clavel, Fabian Suchanek. LogiTorch: A PyTorch-based library for logical reasoning on natural language. The 2022 Conference on Empirical Methods in Natural Language Processing: System Demonstrations, Dec 2022, Abu Dhabi, United Arab Emirates. ⟨hal-03870592⟩
Morgan Buisson, Brian Mcfee, Slim Essid, Helene-Camille Crayencour. Learning Multi-Level Representations for Hierarchical Music Structure Analysis. International Society for Music Information Retrieval (ISMIR), Dec 2022, Bengaluru, India. ⟨hal-03780032⟩
Karim M Ibrahim, Elena V. Epure, Geoffroy Peeters, Gael Richard. Exploiting device and audio data to tag music with User-Aware listening contexts. International Society for Music Information Retrieval Conference (ISMIR 2022), Dec 2022, Bengalore, India. ⟨hal-03903647⟩
Geoffroy Peeters, Florian Angulo. SSM-NET: FEATURE LEARNING FOR MUSIC STRUCTURE ANALYSIS USING A SELF-SIMILARITY-MATRIX BASED LOSS. Late-Breaking/Demo Session of ISMIR (International Society for Music Infor- mation Retrieval), Dec 2022, Bengalore, India. ⟨hal-03860497⟩
Lucien Maman, Gualtiero Volpe, Giovanna Varni. Training Computational Models of Group Processes without Groundtruth: the Self- vs External Assessment's Dilemma. ICMI '22: INTERNATIONAL CONFERENCE ON MULTIMODAL INTERACTION, Nov 2022, Bangalore, India. ⟨hal-03787203⟩
David Perera, Slim Essid, Gaël Richard. Latent and Adversarial Data Augmentation for Sound Event Detection and Classification. International workshop on Detection and Classiffication of Acoustic Scenes and Events (DCASE), Nov 2022, Nancy, France. ⟨hal-03782827⟩
Jean-Dominique Polack, Aidan Meacham, Roland Badeau, Jean-Christophe Valière. Scattering at the angles of polyhedral rooms: application of stress-energy tensor conservation in Riemannian spaces. 24th international congress on acoustics, International Commission for Acoustics (ICA); The Acoustical Society of Korea (ASK), Oct 2022, Gyeongju, South Korea. pp.1-9. ⟨hal-03671852⟩
Jean-Dominique Polack, Aidan Meacham, Roland Badeau. The absorptive nature of the scattering coefficient in the stress-energy tensor formalism for room acoustics. 24th international congress on acoustics (ICA 2022), Oct 2022, Gyeongju, South Korea. ⟨hal-03671851⟩
Ruofan Deng, Li Panl, Chloé Clavel. Domain Adaptation for Stance Detection towards Unseen Target on Social Media. 2022 10th International Conference on Affective Computing and Intelligent Interaction (ACII), Oct 2022, Nara, Japan. pp.1-8, ⟨10.1109/ACII55700.2022.9953818⟩. ⟨hal-04275993⟩
Xuecan Yang, Sumanta Chaudhuri, Laurence Likforman-Sulem, Lirida Naviner. Minconvnets: a New Class of Multiplication-Less Neural Networks. 2022 IEEE International Conference on Image Processing (ICIP), Oct 2022, Bordeaux, France. pp.881-885, ⟨10.1109/ICIP46576.2022.9897286⟩. ⟨hal-04297354⟩
Cyril Chhun, Pierre Colombo, Fabian M Suchanek, Chloé Clavel. Of Human Criteria and Automatic Metrics: A Benchmark of the Evaluation of Story Generation. 29th International Conference on Computational Linguistics (COLING 2022), Oct 2022, Gyeongju, South Korea. ⟨hal-03801053⟩
Aina Garí Soler, Matthieu Labeau, Chloé Clavel. One Word, Two Sides: Traces of Stance in Contextualized Word Representations. 29th International Conference on Computational Linguistics (COLING 2022), Oct 2022, Gyeongju, South Korea. ⟨hal-03860830⟩
François Roueff. Fractionally Integrated Autoregressive Moving Average processes valued in a separable Hilbert space. Adaptive and High-Dimensional Spatio-Temporal Methods for Forecasting, Sep 2022, Luminy, France. ⟨hal-03845277⟩
Jean-Rémy Conti, Nathan Noiry, Vincent Despiegel, Stéphane Gentric, Stephan Clémençon. Mitigating Gender Bias of Pre-Trained Face Recognition Models with an Ethical Module. Workshop on Trustworthy Artificial Intelligence as a part of the ECML/PKDD 22 program, IRT SystemX [IRT SystemX], Sep 2022, Grenoble, France, France. ⟨hal-03773368⟩
Salah Zaiem, Titouan Parcollet, Slim Essid. Automatic Data Augmentation Selection and Parametrization in Contrastive Self-Supervised Speech Representation Learning. Interspeech 2022, Sep 2022, Incheon, South Korea. pp.669-673, ⟨10.21437/interspeech.2022-10191⟩. ⟨hal-03817736⟩
David Perera, Slim Essid, Gael Richard. Impact de perturbations internes sur l'entraînement de réseaux profonds pour la détection d'évènements sonores. Colloque Francophone de Traitement du Signal et des Images (GRETSI), Sep 2022, Nancy, France. ⟨hal-03759651⟩
Félix Mathieu, Thomas Courtat, Gael Richard, Geoffroy Peeters. Apprentissage de bancs de filtres pour la séparation aveugle de sources sonores. Colloque Francophone de Traitement du Signal et des Images (GRETSI), Sep 2022, Nancy, France. ⟨hal-03759647⟩
Nicola Corbellini, Eleonora Ceccaldi, Giovanna Varni, Gualtiero Volpe. An Exploratory Study on Group Potency Classification from Non-verbal Social Behaviours. 12th International Workshop on Human Behavior Understanding, Aug 2022, Montreal, Canada. ⟨hal-03787205⟩
Marc Hulcelle, Giovanna Varni, Nicolas Rollet, Chloé Clavel. Computational Multimodal Models of Users’ Interactional Trust in Multiparty Human-Robot Interaction. ICPR 2022: Pattern Recognition, Computer Vision, and Image Processing, Aug 2022, Montréal, Canada. pp.225-239, ⟨10.1007/978-3-031-37660-3_16⟩. ⟨hal-04276738⟩
Stéphan Clémençon, Jean-Rémy Conti, Nathan Noiry, Vincent Despiegel, Stéphane Gentric. Mitigating Gender Bias in Face Recognition Using the von Mises-Fisher Mixture Model. ICML, Jul 2022, Honolulu, United States. ⟨hal-04268476⟩
Alex Lambert, Dimitri Bouche, Zoltan Szabo, Florence d'Alché-Buc. Functional Output Regression with Infimal Convolution: Exploring the Huber and -insensitive Losses. International Conference on Machine Learning - 2022, Jul 2022, Baltimore, United States. ⟨hal-03807108⟩
Luc Brogat-Motte, Rémi Flamary, Celine Brouard, Juho Rousu, Florence d'Alché-Buc. Learning to Predict Graphs with Fused Gromov-Wasserstein Barycenters. ICML 2022 - 39th International Conference on Machine Learning, Jul 2022, Baltimore, United States. ⟨hal-03670855⟩
Jean-Dominique Polack, Aidan Meacham, Roland Badeau, Jean-Christophe Valière. Adapting the EST method to ancient theatres: a proposal. The Acoustics of Ancient Theatres, Jul 2022, Verona, Italy. ⟨hal-03670577⟩
Hugo Duval, Antoine Thomas, Aidan Meacham, Roland Badeau, Jean-Christophe Valière, et al.. FVTD simulation of the acoustics of the Phonocamptic Cave in Noyon. The Acoustics of Ancient Theatres, Jul 2022, Verona, Italy. ⟨hal-03670586⟩
Milad Sefidgaran, Amin Gohari, Gael Richard, Umut Şimşekli. Rate-Distortion Theoretic Generalization Bounds for Stochastic Learning Algorithms. COLT 2022 - 35th Annual Conference on Learning Theory, Jul 2022, London, United Kingdom. ⟨hal-03759597⟩
Etor Arza, Josu Ceberio, Ekhiñe Irurozki, Aritz Pérez. Implementing the cumulative difference plot in the IOHanalyzer. GECCO '22: Genetic and Evolutionary Computation Conference, Jul 2022, Boston Massachusetts, United States. pp.11-12, ⟨10.1145/3520304.3534050⟩. ⟨hal-04253784⟩
Valentin Barrière, Chloé Clavel, Slim Essid. Opinions in Interactions : New Annotations of the SEMAINE Database. LREC, Jun 2022, Marseille, France. ⟨hal-04276012⟩
Aina Garí Soler, Matthieu Labeau, Chloé Clavel. Polysemy in Spoken Conversations and Written Texts. 13th Conference on Language Resources and Evaluation (LREC 2022), Jun 2022, Marseille, France. ⟨hal-03860827⟩
Gaël Guibon, Luce Lefeuvre, Matthieu Labeau, Chloé Clavel. EZCAT: an Easy Conversation Annotation Tool. 13th Conference on Language Resources and Evaluation (LREC 2022), Jun 2022, Marseille, France. ⟨hal-04273536⟩
Laurence Likforman-Sulem, Gennaro Cordasco, Anna Esposito. Is on-line handwriting gender-sensitive? what tells us a combination of statistical and machine learning approaches. ICPRAI 2022 :3rd International Conference on Pattern Recognition and Artificial Intelligence, Jun 2022, Paris, France. ⟨10.1007/978-3-031-09037-0_24⟩. ⟨hal-04166172⟩
Aditya Arie Nugraha, Kouhei Sekiguchi, Mathieu Fontaine, Yoshiaki Bando, Kazuyoshi Yoshii. Flow-Based Fast Multichannel Nonnegative Matrix Factorization for Blind Source Separation. 2022 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP 2022), May 2022, Singapore, Singapore. ⟨hal-03637425⟩
Soheil Kolouri, Kimia Nadjahi, Shahin Shahrampour, Umut Simsekli. Generalized Sliced Probability Metrics. ICASSP 2022 - 2022 IEEE International Conference on Acoustics, Speech and Signal Processing, May 2022, Singapore, Singapore. pp.4513-4517, ⟨10.1109/ICASSP43922.2022.9746016⟩. ⟨hal-03935833⟩
Félix Mathieu, Thomas Courtat, Gael Richard, Geoffroy Peeters. PHASE SHIFTED BEDROSIAN FILTERBANK: AN INTERPRETABLE AUDIO FRONT-END FOR TIME-DOMAIN AUDIO SOURCE SEPARATION. ICASSP, May 2022, Singapour, Singapore. ⟨10.1109/ICASSP43922.2022.9746122⟩. ⟨hal-03708610⟩
Yann Raphalen, Chloé Clavel, Justine Cassell. "You might think about slightly revising the title”: Identifying Hedges in Peer-tutoring Interactions. ACL 2022 - 60th Annual Meeting of the Association for Computational Linguistics, Association for Computational Linguistics, May 2022, Dublin, Ireland. pp.2160-2174, ⟨10.18653/v1/2022.acl-long.153⟩. ⟨hal-03990509⟩
Pierre Colombo, Guillaume Staerman, Nathan Noiry, Pablo Piantanida. Learning Disentangled Textual Representations via Statistical Measures of Similarity. 60th Annual Meeting of the Association for Computational Linguistics, May 2022, Dublin (Ireland), Ireland. pp.2614-2630, ⟨10.18653/v1/2022.acl-long.187⟩. ⟨hal-04540314⟩
Jean-Dominique Polack, Aidan Meacham, Roland Badeau, Jean-Christophe Valière. Riemannian space tessellation with polyhedral room images. 16e Congrès Français d'Acoustique (CFA 2022), Apr 2022, Marseille, France. ⟨hal-03559402⟩
Jean-Dominique Polack, Aidan Meacham, Roland Badeau, Jean-Christophe Valière. Riemannian space tessellation with polyhedral room images. 16ème Congrès Français d'Acoustique, CFA2022, Société Française d'Acoustique; Laboratoire de Mécanique et d'Acoustique, Apr 2022, Marseille, France. ⟨hal-03848222⟩
Achille Aknin, Roland Badeau. Algorithmes rapides pour la modélisation d'une réponse de salle dont l'atténuation dépend de la fréquence. 16e Congrès Français d'Acoustique (CFA 2022), Société Française d'Acoustique; Laboratoire de Mécanique et d'Acoustique, Apr 2022, Marseille, France. ⟨hal-03559398⟩
Aidan Meacham, Roland Badeau, Jean-Dominique Polack. Confirming dimensional reduction assumptions for the energy-stress tensor through comparison with high-frequency wave-based pressure simulations. 16ème Congrès Français d'Acoustique, CFA2022, Société Française d'Acoustique; Laboratoire de Mécanique et d'Acoustique, Apr 2022, Marseille, France. ⟨hal-03848224⟩
Morgane Goibert, Stéphan Clémençon, Ekhine Irurozki, Pavlo Mozharovskyi. Statistical Depth Functions for Ranking Distributions: Definitions, Statistical Learning and Applications. 25th International Conference on Artificial Intelligence and Statistics AISTATS 2022, Mar 2022, Valence, Spain. ⟨hal-03537148⟩
Anas Barakat, Pascal Bianchi, Julien Lehmann. Analysis of a Target-Based Actor-Critic Algorithm with Linear Function Approximation. 25th International Conference on Artificial Intelligence and Statistics, Mar 2022, Virtual, Unknown Region. ⟨hal-03860881⟩
Pierre Jean A. Colombo, Chloé Clavel, Pablo Piantanida. InfoLM: A New Metric to Evaluate Summarization & Data2Text Generation. AAAI : Technical Track on Speech and Natural Language Processing, Feb 2022, Online (Guadalajara), Mexico. pp.10554-10562, ⟨10.1609/aaai.v36i10.21299⟩. ⟨hal-04575362⟩
Thomas Pethick, Puya Latafat, Panagiotis Patrinos, Olivier Fercoq, Volkan Cevher. Escaping limit cycles: Global convergence for constrained nonconvex-nonconcave minimax problems. International Conference on Learning Representations, 2022, online, France. ⟨hal-03602455v2⟩
Aditya Arie Nugraha, Kouhei Sekiguchi, Mathieu Fontaine, Yoshiaki Bando, Kazuyoshi Yoshii. DNN-FREE LOW-LATENCY ADAPTIVE SPEECH ENHANCEMENT BASED ON FRAME-ONLINE BEAMFORMING POWERED BY BLOCK-ONLINE FASTMNMF. 17th International Workshop on Acoustic Signal Enhancement (IWAENC 2022), 2022, Bamberg, Germany. ⟨hal-03821095⟩
Vanessa Gaudray Bouju, Margot Guettier, Gwennola Lerus, Gaël Guibon, Matthieu Labeau, et al.. Participation de l’équipe TGV à DEFT 2022 : Prédiction automatique de notes d’étudiants à des questionnaires en fonction du type de question. Traitement Automatique des Langues Naturelles, 2022, Avignon, France. pp.23-35. ⟨hal-03701451⟩
Parekh Jayneel, Parekh Sanjeel, Mozharovskyi Pavlo, d'Alché-Buc Florence, Gael Richard. Listen to Interpret: Post-hoc Interpretability for Audio Networks with NMF. Advances in Neural Information Processing Systems, 2022, New Orleans, United States. ⟨hal-04168435⟩
Ekhine Irurozki, Pierre Colombo, Nathan Noiry, Stéphan Clémençon. What are the best systems? New perspectives on NLP Benchmarking. Conference on Neural Information Processing Systems, 2022, New Orleans, United States. ⟨hal-04253771⟩
Rui Yuan, Robert M Gower, Alessandro Lazaric. A general sample complexity analysis of vanilla policy gradient. International Conference on Artificial Intelligence and Statistics, 2022, Virtual conference (Covid), France. ⟨hal-04255228⟩
Kouhei Sekiguchi, Aditya Arie Nugraha, Yicheng Du, Yoshiaki Bando, Mathieu Fontaine, et al.. Direction-Aware Adaptive Online Neural Speech Enhancement with an Augmented Reality Headset in Real Noisy Conversational Environments. 2022 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS 2022), 2022, Kyoto, France. ⟨hal-03727169⟩
Yicheng Du, Aditya Arie Nugraha, Kouhei Sekiguchi, Yoshiaki Bando, Mathieu Fontaine, et al.. Direction-Aware Joint Adaptation of Neural Speech Enhancement and Recognition in Real Multiparty Conversational Environments. INTERSPEECH, 2022, Incheon, South Korea. ⟨hal-03727181⟩
Kamélia Daudel, Randal Douc. Mixture weights optimisation for alpha-divergence variational inference. Advances in Neural Information Processing (NeurIPS), Dec 2021, Online, France. pp.4397--4408, ⟨10.48550/arXiv.2106.05114⟩. ⟨hal-04083262⟩
Jayneel Parekh, Pavlo Mozharovskyi, Florence d'Alché-Buc. A Framework to Learn with Interpretation. Thirty-Fifth Annual Conference on Neural Information Processing Systems (NeurIPS 2021), Dec 2021, Sydney, Australia. ⟨hal-03109686⟩
Kimia Nadjahi, Alain Durmus, Pierre E. Jacob, Roland Badeau, Umut Şimşekli. Fast Approximation of the Sliced-Wasserstein Distance Using Concentration of Random Projections. 35th Conference on Neural Information Processing Systems (NeurIPS 2021), Dec 2021, En ligne, France. ⟨10.5555/3540261.3541211⟩. ⟨hal-03494781⟩
Melih Barsbey, Milad Sefidgaran, Murat A Erdogdu, Gael Richard, Umut Şimşekli. Heavy Tails in SGD and Compressibility of Overparametrized Neural Networks. 35th Conference on Neural Information Processing Systems (NeurIPS), Dec 2021, Online, United States. ⟨hal-03413484⟩
Tanvi Dinkar, Beatrice Biancardi, Chloé Clavel. From local hesitations to global impressions of the listener. 4th International Conference on Natural Language and Speech Processing, Nov 2021, Virtual Conference, Italy. ⟨hal-03577262⟩
Andrea Vaglio, Romain Hennequin, Manuel Moussallam, Gael Richard. THE WORDS REMAIN THE SAME: COVER DETECTION WITH LYRICS TRANSCRIPTION. 22nd International Society for Music Information Retrieval Conference ISMIR 2021, Nov 2021, Online, India. ⟨hal-03356164⟩
Laure Prétet, Gaël Richard, Geoffroy Peeters. Is There a "Language of Music-Video Clips" ? A Qualitative and Quantitative Study. ISMIR, Nov 2021, Virtual Event, France. ⟨hal-03330800⟩
Javier Nistal Hurlé, Stefan Lattner, Gael Richard. DARKGAN: EXPLOITING KNOWLEDGE DISTILLATION FOR COMPREHENSIBLE AUDIO SYNTHESIS WITH GANS. International Society for Music Information Retrieval, Nov 2021, Virtual, France. ⟨hal-03349492⟩
Christof Weiss, Geoffroy Peeters. Training Deep Pitch-Class Representations With a Multi-Label CTC Loss. International Society for Music Information Retrieval Conference (ISMIR), Nov 2021, Virtual Event, France. ⟨hal-03349734⟩
Pierre Colombo, Guillaume Staerman, Pablo Piantanida, Chloé Clavel. Automatic Text Evaluation through the Lens of Wasserstein Barycenters. EMNLP 2021, Nov 2021, Punta Cana, Dominican Republic. pp.10450-10466, ⟨10.18653/v1/2021.emnlp-main.817⟩. ⟨hal-03423971⟩
Emile Chapuis, Pierre Colombo, Matthieu Labeau, Chloé Clavel. Code-switched inspired losses for generic spoken dialog representations. 2021 Conference on Empirical Methods in Natural Language Processing, Nov 2021, Punta Cana, Dominican Republic. ⟨hal-03574595⟩
Gaël Guibon, Matthieu Labeau, Hélène Flamein, Luce Lefeuvre, Chloé Clavel. Few-Shot Emotion Recognition in Conversation with Sequential Prototypical Networks. The 2021 Conference on Empirical Methods in Natural Language Processing (EMNLP 2021), Nov 2021, Punta Cana, Dominican Republic. ⟨hal-03344680⟩
Pierre Colombo, Emile Chapuis, Matthieu Labeau, Chloé Clavel. Improving Multimodal fusion via Mutual Dependency Maximisation. Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing, Nov 2021, Online and Punta Cana, France. pp.231-245, ⟨10.18653/v1/2021.emnlp-main.21⟩. ⟨hal-03574609⟩
Enzo Tartaglione, Beatrice Biancardi, Maurizio Mancini, Giovanna Varni. A Hitchhiker’s Guide towards Transactive Memory System Modeling in Small Group Interactions. Companion Publication of the 2021 International Conference on Multimodal Interaction, Oct 2021, Montreal (Canada), Canada. pp.254-262, ⟨10.1145/3461615.3485414⟩. ⟨hal-04087296⟩
Giovanna Varni, André-Marie Pez, Maurizio Mancini. Get Together in the Middle-earth: a First Step Towards Hybrid Intelligence Systems. 23rd ACM International Conference on Multimodal Interaction; Workshop Insights on Group & Team Dynamics, Oct 2021, Montreal, Canada. ⟨hal-03409889⟩
Soumaya Sabry, Lucien Maman, Giovanna Varni. An Exploratory Computational Study on the Effect of Emergent Leadership on Social and Task Cohesion. Workshop Insights on Group and Team Dynamics, Oct 2021, Montreal QC Canada, France. pp.263-272, ⟨10.1145/3461615.3485415⟩. ⟨hal-03616634⟩
Lucien Maman, Laurence Likforman-Sulem, Mohamed Chetouani, Giovanna Varni. Exploiting the Interplay between Social and Task Dimensions of Cohesion to Predict its Dynamics Leveraging Social Sciences. 23rd ACM International Conference on Multimodal Interaction, Oct 2021, Montreal, Canada. ⟨10.1145/3462244.3479940⟩. ⟨hal-03409892⟩
Antoine Back, Paul Chollet, Olivier Fercoq, Patricia Desgreys. Analog-to-feature converter optimization through power-aware feature selection. International Conference on Analog VLSI Circuits, Oct 2021, Bordeaux, France. ⟨hal-03329932v2⟩
Beatrice Biancardi, Eleonora Ceccaldi, Chloé Clavel, Mathieu Chollet, Tanvi Dinkar. CATS2021: International Workshop on Corpora And Tools for Social skills annotation. ICMI '21: INTERNATIONAL CONFERENCE ON MULTIMODAL INTERACTION, Oct 2021, Montréal, France. pp.857-859, ⟨10.1145/3462244.3480977⟩. ⟨hal-03562701⟩
Christof Weiss, Geoffroy Peeters. Learning Multi-Pitch Estimation From Weakly Aligned Score-Audio Pairs Using a Multi-Label CTC Loss. IEEE Workshop on Applications of Signal Processing to Audio and Acoustics (WASPAA), Oct 2021, Mohonk Mountain House, New Paltz, NY, United States. ⟨hal-03349673⟩
Giorgia Cantisani, Alexey Ozerov, Slim Essid, Gael Richard. User-guided one-shot deep model adaptation for music source separation. 2021 IEEE Workshop on Applications of Signal Processing to Audio and Acoustics (WASPAA), IEEE, Oct 2021, New Paltz, NY, United States. ⟨hal-03219350v3⟩
Achille Aknin, Roland Badeau. On the topic of frequency dependent exponential decay matrices and Lie groups. IEEE Workshop on Applications of Signal Processing to Audio and Acoustics, Oct 2021, New Paltz, NY, United States. ⟨hal-03298695⟩
Stéphan Clémençon, Guillaume Ausset, Tom Ciffreo, François Portier, Timothee Papin. Individual Survival Curves with Conditional Normalizing Flows. 2021 IEEE 8th International Conference on Data Science and Advanced Analytics (DSAA), Oct 2021, Porto, Portugal. pp.1-10, ⟨10.1109/DSAA53316.2021.9564222⟩. ⟨hal-03559362⟩
Stéphan Clémençon, Safa Boudabous, Houda Labiod, Julian Garbiso. Dynamic Graph Convolutional LSTM application for traffic flow estimation from error-prone measurements: results and transferability analysis. 2021 IEEE 8th International Conference on Data Science and Advanced Analytics (DSAA), Oct 2021, Porto, Portugal. pp.1-10, ⟨10.1109/DSAA53316.2021.9564245⟩. ⟨hal-03559364⟩
Chadi Helwe, Chloé Clavel, Fabian Suchanek. Reasoning with Transformer-based Models: Deep Learning, but Shallow Reasoning. 2021 International Conference on Automated Knowledge Base Construction (AKBC), Oct 2021, Virtual, United States. ⟨hal-03344668⟩
Javier Nistal Hurlé, Cyran Aouameur, Stefan Lattner, Gael Richard. VQCPC-GAN: VARIABLE-LENGTH ADVERSARIAL AUDIO SYNTHESIS USING VECTOR-QUANTIZED CONTRASTIVE PREDICTIVE CODING. IEEE Workshop on Applications of Signal Processing to Audio and Acoustics (WASPAA), Oct 2021, New Paltz, United States. ⟨hal-03413460⟩
Marc Hulcelle, Giovanna Varni, Nicolas Rollet, Chloé Clavel. TURIN: A coding system for Trust in hUman Robot INteraction. 2021 9th International Conference on Affective Computing and Intelligent Interaction (ACII), Sep 2021, Nara, France. pp.1-8, ⟨10.1109/ACII52823.2021.9597448⟩. ⟨hal-03470367⟩
Beatrice Biancardi, Patrick O'Toole, Ivan Giaccaglia, Brian Ravenet, Ian Pitt, et al.. How ECA vs Human Leaders Affect the Perception of Transactive Memory System (TMS) in a Team. International Conference on Affective Computing & Intelligent Interaction, Sep 2021, Virtual conference, France. pp.1-8, ⟨10.1109/ACII52823.2021.9597454⟩. ⟨hal-04087246⟩
Leo Hemamou, Arthur Guillon, Jean-Claude Martin, Chloé Clavel. Don’t Judge Me by My Face: An Indirect Adversarial Approach to Remove Sensitive Information From Multimodal Neural Representation in Asynchronous Job Video Interviews. 2021 9th International Conference on Affective Computing and Intelligent Interaction (ACII), Sep 2021, Nara, Japan. pp.1-8, ⟨10.1109/ACII52823.2021.9597443⟩. ⟨hal-04276017⟩
Lucien Maman, Mohamed Chetouani, Laurence Likforman-Sulem, Giovanna Varni. Using Valence Emotion to Predict Group Cohesion’s Dynamics: Top-down and Bottom-up Approaches. International Conference on Affective Computing & Intelligent Interaction (ACII 2021), Sep 2021, Virtual Event Nara, Japan, France. ⟨hal-03426962⟩
Myrto Limnios, Nathan Noiry, Stéphan Clémençon. Learning to Rank Anomalies: Scalar Performance Criteria and Maximization of Two-Sample Rank Statistics. Proceedings of the Third International Workshop on Learning with Imbalanced Domains: Theory and Applications (2021), Sep 2021, Bilbao, Spain. ⟨10.48550/arXiv.2109.09590⟩. ⟨hal-03345735⟩
Julian Neri, Philippe Depalle, Roland Badeau. Damped Chirp Mixture Estimation via Nonlinear Bayesian Regression. 23rd International Conference on Digital Audio Effects (DAFx2020), Sep 2021, Vienne, Austria. ⟨hal-03255349⟩
Catherine Taleb, Laurence Likforman-Sulem, Chafic Mokbel. Language-Independent Bimodal System for Early Parkinson’s Disease Detection. ICDAR 2021, Sep 2021, Lausanne ( CH), Switzerland. pp.397-413, ⟨10.1007/978-3-030-86334-0_26⟩. ⟨hal-04277423⟩
Salah Zaiem, Titouan Parcollet, Slim Essid. Conditional Independence for Pretext Task Selection in Self-Supervised Speech Representation Learning. Interspeech 2021, Aug 2021, Brno, Czech Republic. pp.2851-2855, ⟨10.21437/interspeech.2021-1027⟩. ⟨hal-03601265⟩
Julian Neri, Roland Badeau, Philippe Depalle. Unsupervised Blind Source Separation with Variational Auto-Encoders. 29th European Signal Processing Conference (EUSIPCO 2021), Aug 2021, Dublin, Ireland. ⟨hal-03255341⟩
Amaury Durand, François Roueff, Jean-Marc Jicquel, Nicolas Paul. Smooth nonnegative tensor factorization for multi-sites electrical load monitoring. EUSIPCO, Aug 2021, Dublin, Ireland. ⟨hal-03167498v2⟩
Pierre Colombo, Pablo Piantanida, Chloé Clavel. A Novel Estimator of Mutual Information for Learning to Disentangle Textual Representations. Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing, Aug 2021, Online, France. ⟨10.48448/dqvn-s462⟩. ⟨hal-03979752v2⟩
Gaël Guibon, Matthieu Labeau, Hélène Flamein, Luce Lefeuvre, Chloé Clavel. Meta-learning for Classifying Previously Unseen Data Source into Previously Unseen Emotional Categories. 1st Workshop on Meta Learning and Its Applications to Natural Language Processing, ACL 2021, Aug 2021, Bangkok, Thailand. ⟨hal-03563675⟩
Antoine Liutkus, Ondřej Cífka, Shih-Lun Wu, Umut Şimşekli, Yi-Hsuan Yang, et al.. Relative Positional Encoding for Transformers with Linear Complexity. ICML 2021 - 38th International Conference on Machine Learning, Jul 2021, Virtual Only, United States. pp.7067-7079. ⟨hal-03256451⟩
Laure Prétet, Gael Richard, Geoffroy Peeters. Cross-Modal Music-Video Recommendation: A Study of Design Choices. Special Session of the International Joint Conference on Neural Networks (IJCNN 2021), Jul 2021, Shenzhen, China. ⟨hal-03208323⟩
Stéphan Clémençon, Patrice Bertail, Yannick Guyonvarch, Nathan Noiry. Learning from Biased Data: A Semi-Parametric Approach. ICML 2021 virtual conference - 38th International Conference on Machine Learning, ICML, Jul 2021, Online, United States. pp.803-812. ⟨hal-03559370⟩
Pierre Laforgue, Guillaume Staerman, Stéphan Clémençon. Generalization Bounds in the Presence of Outliers: a Median-of-Means Study. 38 th International Conference on Machine Learning (2021), Jul 2021, Virtual conference, France. ⟨hal-03423979⟩
Ekhine Irurozki, Manuel López-Ibáñez. Unbalanced Mallows Models for Optimizing Expensive Black-Box Permutation Problems. The Genetic and Evolutionary Computation Conference (GECCO21), Jul 2021, Lille, France. ⟨10.1145/3449639.3459366⟩. ⟨hal-03224929⟩
Fabien Collas, Ekhine Irurozki. Concentric Mixtures of Mallows Models for Top-k Rankings: Sampling and Identifiability. 38th International Conference on Machine Learning, Jul 2021, Online, France. ⟨hal-03353642⟩
Maurizio Mancini, Jake Spreadborough, Laura Maye, Beatrice Biancardi, Giovanna Varni. Interaction Fidelity vs User’s Workload in a VR Environment: A Pilot Study. Joint workshop on Games-Human Interaction (GHItaly21) and Multi-party Interaction in eXtended Reality (MIXR21), Jul 2021, Bolzano, Italy. ⟨hal-04087328⟩
Giorgia Cantisani, Slim Essid, Gael Richard. NEURO-STEERED MUSIC SOURCE SEPARATION WITH EEG-BASED AUDITORY ATTENTION DECODING AND CONTRASTIVE-NMF. 2021 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Jun 2021, Toronto (virtual conference), Canada. ⟨10.1109/ICASSP39728.2021.9413841⟩. ⟨hal-02978978v4⟩
Nicolas Furnon, Romain Serizel, Irina Illina, Slim Essid. Distributed speech separation in spatially unconstrained microphone arrays. ICASSP 2021 - 46th International Conference on Acoustics, Speech, and Signal Processing, Jun 2021, Toronto / Virtual, Canada. ⟨10.1109/ICASSP39728.2021.9414758⟩. ⟨hal-02985794v3⟩
Ondřej Cífka, Alexey Ozerov, Umut Şimşekli, Gael Richard. Self-Supervised VQ-VAE for One-Shot Music Style Transfer. ICASSP 2021 - IEEE International Conference on Acoustics, Speech and Signal Processing, Jun 2021, Toronto / Virtual, Canada. ⟨10.1109/ICASSP39728.2021.9414235⟩. ⟨hal-03132940⟩
Stéphan Clémençon, Guillaume Ausset, François Portier. Nearest Neighbour Based Estimates of Gradients: Sharp Nonasymptotic Bounds and Applications. AISTATS 2021 : The 24th International Conference on Artificial Intelligence and Statistics, May 2021, Virtual conference, France. pp.1-12. ⟨hal-03559386⟩
Robin Vogel, Aurélien Bellet, Stéphan Clémençon. Learning Fair Scoring Functions: Bipartite Ranking under ROC-based Fairness Constraints. The 24th International Conference on Artificial Intelligence and Statistics, Apr 2021, Virtual conference, France. pp.1-35. ⟨hal-03100014v2⟩
Guillaume Staerman, Pavlo Mozharovskyi, Florence d'Alché-Buc, Pierre Laforgue. When OT meets MoM: Robust estimation of Wasserstein Distance. AISTATS 2021, Apr 2021, Virtual Conference, France. ⟨hal-03132984⟩
Dimitri Bouche, Marianne Clausel, François Roueff, Florence d'Alché-Buc. Nonlinear Functional Output Regression: a Dictionary Approach. 24th International Conference on Artificial Intelligence and Statistics (AISTATS), Apr 2021, Virtual, France. ⟨hal-03122020⟩
Beatrice Biancardi, Ivan Giaccaglia, Brian Ravenet, Giovanna Varni. Des leaders d’équipes virtuels pour encourager le développement du système de mémoire transactive. 32e conférence francophone sur l'Interaction Humain-Machine (IHM'20.21), Apr 2021, Virtual Event, France. pp.4:1-7, ⟨10.1145/3451148.3458639⟩. ⟨hal-03562162⟩
Gaël Richard, Javier Nistal, Stefan Plattner. Comparing Representations for Audio Synthesis Using Generative Adversarial Networks. 2020 28th European Signal Processing Conference (EUSIPCO), Jan 2021, Amsterdam (Virtual), Netherlands. pp.161-165, ⟨10.23919/Eusipco47968.2020.9287799⟩. ⟨hal-03073936⟩
Gaël Guibon, Matthieu Labeau, Hélène Flamein, Luce Lefeuvre, Chloé Clavel. Méta-apprentissage : classification de messages en catégories émotionnelles inconnues en entraînement. Traitement Automatique des Langues Naturelles, 2021, Lille, France. pp.199-208. ⟨hal-03265871⟩
Fajrian Yunus, Chloé Clavel, Catherine Pelachaud. Sequence-to-Sequence Predictive Model: From Prosody To Communicative Gestures. International Conference on Human-Computer Interaction - HCII, 2021, virtuel, France. ⟨hal-03428910⟩
Corentin Larroche, Johan Mazel, Stéphan Clémençon. Recent Trends in Statistical Analysis of Event Logs for Network-Wide Intrusion Detection. Conference on Artificial Intelligence for Defense (CAID), Dec 2020, Rennes, France. ⟨hal-03123038⟩
Aidan Meacham, Roland Badeau, Jean-Dominique Polack. Auralization of a Hybrid Sound Field using a Wave-Stress Tensor Based Model. Forum Acusticum, Dec 2020, Lyon, France. pp.523-529, ⟨10.48465/fa.2020.0833⟩. ⟨hal-03235295⟩
Xuecan Yang, Sumanta Chaudhuri, Lirida Naviner, Laurence Likforman-Sulem. Quad-Approx CNNs for Embedded Object Detection Systems. 2020 27th IEEE International Conference on Electronics, Circuits and Systems (ICECS), Nov 2020, Glasgow, United Kingdom. pp.1-4, ⟨10.1109/ICECS49266.2020.9294829⟩. ⟨hal-04297374⟩
Corentin Larroche, Johan Mazel, Stéphan Clémençon. Dynamically Modelling Heterogeneous Higher-Order Interactions for Malicious Behavior Detection in Event Logs. CAID 2020 : Conference on Artificial Intelligence for Defense, Nov 2020, Rennes, France. pp.1-11. ⟨hal-04590157⟩
Anas Barakat, Pascal Bianchi. Convergence Analysis of a Momentum Algorithm with Adaptive Step Size for Non Convex Optimization. Asian Conference on Machine Learning, Nov 2020, Bangkok, Thailand. ⟨hal-02366337v2⟩
Emile Chapuis, Pierre Colombo, Matteo Manica, Matthieu Labeau, Chloé Clavel. Hierarchical Pre-training for Sequence Labelling in Spoken Dialog. Findings of the Association for Computational Linguistics: EMNLP 2020, Nov 2020, Online, France. pp.2636-2648, ⟨10.18653/v1/2020.findings-emnlp.239⟩. ⟨hal-03134851⟩
Tanvi Dinkar, Pierre Colombo, Matthieu Labeau, Chloé Clavel. The importance of fillers for text representations of speech transcripts. Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP), Association for Computational Linguistics, Nov 2020, Online, Dominican Republic. pp.7985-7993, ⟨10.18653/v1/2020.emnlp-main.641⟩. ⟨hal-03134854⟩
Asma Atamna, Chloé Clavel. HRI-RNN: A User-Robot Dynamics-Oriented RNN for Engagement Decrease Detection. INTERSPEECH 2020, Oct 2020, Shanghai, China. ⟨hal-02910344⟩
Lucien Maman. Multimodal Groups' Analysis for Automated Cohesion Estimation. ICMI '20: INTERNATIONAL CONFERENCE ON MULTIMODAL INTERACTION, Oct 2020, Virtual Event, Netherlands. pp.713-717, ⟨10.1145/3382507.3421153⟩. ⟨hal-03187452⟩
Fabian Walocha, Lucien Maman, Mohamed Chetouani, Giovanna Varni. Modeling Dynamics of Task and Social Cohesion from the Group Perspective Using Nonverbal Motion Capture-based Features. Insights on Group & Team Dynamics, Oct 2020, Virtual Event, Netherlands. pp.182-190, ⟨10.1145/3395035.3425963⟩. ⟨hal-03152058⟩
Beatrice Biancardi, Lou Maisonnave-Couterou, Pierrick Renault, Brian Ravenet, Maurizio Mancini, et al.. The WoNoWa Dataset: Investigating the Transactive Memory System in Small Group Interactions. ACM International Conference on Multimodal Interaction, Oct 2020, Virtual conference, Netherlands. pp.528-537, ⟨10.1145/3382507.3418843⟩. ⟨hal-04087260⟩
Hadrien Foroughmand, Geoffroy Peeters. Extending Deep Rhythm for Tempo and Genre Estimation Using Complex Convolutions, Multitask Learning and Multi-input Network. The 2020 Joint Conference on AI Music Creativity, Bob Sturm, Oct 2020, Stockholm, Sweden. ⟨hal-03127155⟩
Gabriel Meseguer-Brocal, Geoffroy Peeters. CONTENT BASED SINGING VOICE SOURCE SEPARATION VIA STRONG CONDITIONING USING ALIGNED PHONEMES. 21st International Society for Music Information Retrieval Conference, Oct 2020, Montréal (virtual), Canada. ⟨hal-03200161⟩
Karim M Ibrahim, Elena V Epure, Geoffroy Peeters, Gael Richard. SHOULD WE CONSIDER THE USERS IN CONTEXTUAL MUSIC AUTO-TAGGING MODELS?. 21st International Society for Music Information Retrieval Conference, Oct 2020, Montreal, Canada. ⟨10.5281/zenodo.3961560⟩. ⟨hal-02934433⟩
Robin Vogel, Mastane Achab, Stéphan Clémençon. Weighted Emprirical Risk Minimization: Transfer Learning based on Importance Sampling. ESANN 2020: European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning, Oct 2020, Online, France. ⟨hal-04589946⟩
Andrea Vaglio, Romain Hennequin, Manuel Moussallam, Gael Richard, Florence d'Alché-Buc. MULTILINGUAL LYRICS-TO-AUDIO ALIGNMENT. International Society for Music Information Retrieval Conference (ISMIR), Oct 2020, Montreal, Canada. ⟨hal-02996940⟩
Gennaro Cordasco, Michele Buonanno, Marcos Faundez-Zanuy, Maria Teresa Riviello, Laurence Likforman-Sulem, et al.. Gender Identification through Handwriting: an Online Approach. 2020 11th IEEE International Conference on Cognitive Infocommunications (CogInfoCom), Sep 2020, Mariehamn, Finland. pp.000197-000202, ⟨10.1109/CogInfoCom50765.2020.9237863⟩. ⟨hal-04277560⟩
Achille Aknin, Théophile Dupré, Roland Badeau. EVALUATION OF A STOCHASTIC REVERBERATION MODEL BASED ON THE IMAGE SOURCE PRINCIPLE. International Conference on Digital Audio Effects, Sep 2020, Vienne, Austria. ⟨hal-02932485⟩
Valérie Beaudouin, Isabelle Bloch, David Bounie, Stéphan Clémençon, Florence d'Alché-Buc, et al.. Identifying the "Right" Level of Explanation in a Given Situation. 1st International Workshop on New Foundations for Human-Centered AI (NeHuAI) ECAI 2020, Sep 2020, Santiago de Compostella, Spain. pp.63-66, ⟨10.2139/ssrn.3604924⟩. ⟨hal-02507316⟩
Javier Nistal Hurlé, Stefan Lattner, Gael Richard. DrumGAN: Synthesis of drum sounds with timbral feature conditioning using Generative Adversarial Networks. 21 st International Society for Music Information Retrieval Conference (ISMIR), Aug 2020, Toronto, Canada. ⟨hal-03233337⟩
Guillaume Staerman, Pavlo Mozharovskyi, Stéphan Clémençon. The Area of the Convex Hull of Sampled Curves: a Robust Functional Statistical Depth Measure. The Twenty Third International Conference on Artificial Intelligence and Statistics 2020, Aug 2020, Online, Italy. ⟨hal-03132996⟩
Stéphan Clémençon, Robin Vogel. A Multiclass Classification Approach to Label Ranking. (AISTATS) 2020 : Twenty Third International Conference on Artificial Intelligence and Statistics, Aug 2020, Palerme, Italy. pp.1421-1430. ⟨hal-03126870⟩
Pierre Laforgue, Alex Lambert, Luc Brogat-Motte, Florence d'Alché-Buc. Duality in RKHSs with Infinite Dimensional Outputs: Application to Robust Losses. International Conference on Machine Learning, Jul 2020, Vienna (virtual), Austria. ⟨hal-03126861⟩
Louis Faury, Marc Abeille, Clément Calauzènes, Olivier Fercoq. Improved Optimistic Algorithms for Logistic Bandits. International Conference of Machine Learning, Jul 2020, Vienne, Austria. ⟨hal-02932836⟩
Ahmet Alacaoglu, Olivier Fercoq, Volkan Cevher. Random extrapolation for primal-dual coordinate descent. International conference on machine learning, Jul 2020, online, France. ⟨hal-02899036⟩
Karim M Ibrahim, Elena Epure, Geoffroy Peeters, Gael Richard. Confidence-based Weighted Loss for Multi-label Classification with Missing Labels. The 2020 International Conference on Multimedia Retrieval (ICMR '20), Jun 2020, Dublin, Ireland. ⟨10.1145/3372278.3390728⟩. ⟨hal-02547012⟩
Beatrice Biancardi, Lou Maisonnave-Couterou, Maurizio Mancini, Giovanna Varni. Tu sais qui sait quoi ? Suggestions pour l'étude du système de mémoire transactive dans un groupe à partir des patterns comportementaux et conversationnels.. Workshop sur les Affects, Compagnons artificiels et Interactions, CNRS, Université Toulouse Jean Jaurès, Université de Bordeaux, Jun 2020, Saint Pierre d'Oléron, France. ⟨hal-02934517⟩
Tanvi Dinkar, Ioana Vasilescu, Catherine Pelachaud, Chloé Clavel. How Confident are You? Exploring the Role of Fillers in the Automatic Prediction of a Speaker's Confidence. Workshop sur les Affects, Compagnons artificiels et Interactions, CNRS, Université Toulouse Jean Jaurès, Université de Bordeaux, Jun 2020, Saint Pierre d'Oléron, France. ⟨hal-02933476⟩
Karim M Ibrahim, Jimena Royo-Letelier, Elena V. Epure, Geoffroy Peeters, Gael Richard. AUDIO-BASED AUTO-TAGGING WITH CONTEXTUAL TAGS FOR MUSIC. International Conference on Acoustics, Speech, and Signal Processing (ICASSP), May 2020, Barcelona, Spain. ⟨10.5281/zenodo.3648287⟩. ⟨hal-02481374⟩
Kimia Nadjahi, Valentin de Bortoli, Alain Durmus, Roland Badeau, Umut Şimşekli. Approximate Bayesian computation with the sliced-Wasserstein distance. 45th International Conference on Acoustics, Speech, and Signal Processing, May 2020, Barcelona, Spain. ⟨10.1109/icassp40776.2020.9054735⟩. ⟨hal-02457063⟩
Enguerrand Gentet, David Bertrand, Sebastien Denjean, Gael Richard, Vincent Roussarie. Speech Intelligibility Enhancement by Equalization for in-Car Applications. ICASSP 2020 - 2020 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), May 2020, Barcelona, France. pp.6934-6938, ⟨10.1109/ICASSP40776.2020.9053537⟩. ⟨hal-02713178⟩
Andrea Vaglio, Romain Hennequin, Manuel Moussallam, Gael Richard, Florence d'Alché-Buc. Audio-Based Detection of Explicit Content in Music. ICASSP 2020 - 2020 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), May 2020, Barcelona, France. pp.526-530, ⟨10.1109/ICASSP40776.2020.9054278⟩. ⟨hal-02747449⟩
Kilian Schulze-Forster, Clément Doire, Gael Richard, Roland Badeau. Joint phoneme alignment and text-informed speech separation on highly corrupted speech. 45th International Conference on Acoustics, Speech, and Signal Processing (ICASSP 2020), May 2020, Barcelona, Spain. ⟨hal-02457075⟩
Julian Neri, Roland Badeau, Philippe Depalle. Probabilistic filter and smoother for variational inference of Bayesian linear dynamical systems. 45th International Conference on Acoustics, Speech, and Signal Processing, May 2020, Barcelona, Spain. ⟨hal-02456651⟩
Tanvi Dinkar, Ioana Vasilescu, Catherine Pelachaud, Chloé Clavel. How Confident Are You? Exploring The Role Of Fillers In The Automatic Prediction Of A Speaker’s Confidence. 45th International Conference on Acoustics, Speech, and Signal Processing (ICASSP 2020), May 2020, Barcelona, Spain. pp.8104-8108, ⟨10.1109/ICASSP40776.2020.9054374⟩. ⟨hal-02942182⟩
Laure Prétet, Gael Richard, Geoffroy Peeters. LEARNING TO RANK MUSIC TRACKS USING TRIPLET LOSS. ICASSP, May 2020, Barcelona, Spain. ⟨hal-02477242⟩
Bertrand David, Enguerrand Gentet, Sebastien Denjean, Gael Richard, Vincent Roussarie. Neutral to Lombard Speech Conversion with Deep Learning. ICASSP 2020 - 2020 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), May 2020, Barcelona, France. pp.7739-7743, ⟨10.1109/ICASSP40776.2020.9053006⟩. ⟨hal-02713204⟩
Guillaume Doras, Geoffroy Peeters. A Prototypical Triplet Loss for Cover Detection. ICASSP 2020 - 2020 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), May 2020, Barcelona, France. pp.3797-3801, ⟨10.1109/ICASSP40776.2020.9054619⟩. ⟨hal-04448257⟩
Julian Neri, Philippe Depalle, Roland Badeau. Laplace state space filter with exact inference and moment matching. 45th International Conference on Acoustics, Speech, and Signal Processing, May 2020, Barcelona, Spain. ⟨hal-02456643⟩
Corentin Larroche, Johan Mazel, Stéphan Clémençon. Percolation-Based Detection of Anomalous Subgraphs in Complex Networks. XVIII Symposium on Intelligent Data Analysis (IDA2020), Apr 2020, Konstanz, Germany. pp.287-299, ⟨10.1007/978-3-030-44584-3_23⟩. ⟨hal-02466289⟩
Yi Ren, Shangmin Guo, Matthieu Labeau, Shay B Cohen, Simon Kirby. Compositional Languages Emerge in a Neural Iterated Learning Model. 8th International Conference on Learning Representations, Apr 2020, Addis Ababa, Ethiopia. ⟨hal-02914840⟩
Naman Negi, Ons Jelassi, Hakima Chaouchi, Stéphan Clémençon. Distributed online Data Anomaly Detection for connected vehicles. ICAIIC 2020: 2nd International Conference on Artificial Intelligence in Information and Communication, Feb 2020, Fukuoka, Japan. pp.494-500, ⟨10.1109/ICAIIC48513.2020.9065280⟩. ⟨hal-03126876⟩
Umut Şimşekli, Lingjiong Zhu, Yee Whye Teh, Mert Gürbüzbalaban. Fractional Underdamped Langevin Dynamics: Retargeting SGD with Momentum under Heavy-Tailed Gradient Noise. International Conference on Machine Learning, 2020, Online, France. ⟨hal-03269112⟩
Simon Henriet, Benoît Fuentes, Umut Şimşekli, Gael Richard. Matrix Factorization for High Frequency Non Intrusive Load Monitoring. BuildSys '20: The 7th ACM International Conference on Systems for Energy-Efficient Buildings, Cities, and Transportation, 2020, Virtual Event, Japan. pp.20-24, ⟨10.1145/3427771.3427847⟩. ⟨hal-03162808⟩
Stéphan Clémençon, Robin Vogel, Mastane Achab, Charles Tillier. Weighted Empirical Risk Minimization: Transfer Learning based on Importance Sampling. 28th European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning ( ESANN 2020), 2020, Bruges (on line), Belgium. ⟨hal-03559387⟩
Alexander Camuto, Matthew Willetts, Umut Şimşekli, Stephen Roberts, Chris Holmes. Explicit Regularisation in Gaussian Noise Injections. Advances in Neural Processing Systems, 2020, Online, France. ⟨hal-03269116⟩
Thomas Janssoone, Kevin Bailly, Gael Richard, Chloé Clavel. The POTUS Corpus, a database of weekly addresses for the study of stance in politics and virtual agents. Conference on Language Resources and Evaluation (LREC 2020), 2020, Marseille, France. pp.11 - 16. ⟨hal-02873020⟩
Kimia Nadjahi, Alain Durmus, Lénaïc Chizat, Soheil Kolouri, Shahin Shahrampour, et al.. Statistical and Topological Properties of Sliced Probability Divergences. Advances in Neural Processing Systems, 2020, Online, France. ⟨hal-03269119⟩
Valentin de Bortoli, Alain Durmus, Xavier Fontaine, Umut Şimşekli. Quantitative Propagation of Chaos for SGD in Wide Neural Networks. Advances in Neural Processing Systems, 2020, Online, France. ⟨hal-03269118⟩
Umut Şimşekli, Ozan Sener, George Deligiannidis, Murat A. Erdogdu. Hausdorff Dimension, Heavy Tails, and Generalization in Neural Networks. Advances in Neural Processing Systems, 2020, Online, France. ⟨hal-03269125⟩
Reshmashree B Kantharaju, Caroline Langlet, Mukesh Barange, Chloé Clavel, Catherine I Pelachaud. Multimodal Analysis of Cohesion in Multi-party Interactions. LREC, 2020, Marseille, France. ⟨hal-02953469⟩
Soheil Kolouri, Kimia Nadjahi, Umut Şimşekli, Roland Badeau, Gustavo K. Rohde. Generalized Sliced Wasserstein Distances. NeurIPS 2019, Dec 2019, Vancouver, Canada. ⟨hal-02280948⟩
Kimia Nadjahi, Alain Durmus, Umut Şimşekli, Roland Badeau. Asymptotic Guarantees for Learning Generative Models with the Sliced-Wasserstein Distance. NeurIPS 2019, Dec 2019, Vancouver, Canada. ⟨hal-02280944⟩
Othmane Sebbouh, Nidham Gazagnadou, Samy Jelassi, Francis Bach, Robert M Gower. Towards closing the gap between the theory and practice of SVRG. Conference on Neural Information Processing Systems, Dec 2019, Vancouver, Canada. ⟨hal-02365285⟩
Robert M Gower, Dmitry Kovalev, Felix Lieder, Peter Richtárik. RSN: Randomized Subspace Newton. Conference on Neural Information Processing Systems, Dec 2019, Vancouver, Canada. ⟨hal-02365297⟩
Francesco Locatello, Alp Yurtsever, Olivier Fercoq, Volkan Cevher. Stochastic Conditional Gradient Method for Composite Convex Minimization. Neural Information Processing Systems, Dec 2019, Vancouver, Canada. ⟨hal-02007612⟩
Thanh Huy Nguyen, Umut Şimşekli, Mert Gürbüzbalaban, Gael Richard. First Exit Time Analysis of Stochastic Gradient Descent Under Heavy-Tailed Gradient Noise. 33rd Conference on Neural Information Processing Systems (NeurIPS 2019), Dec 2019, Vancouver, Canada. ⟨hal-02372376⟩
Guillaume Staerman, Pavlo Mozharovskyi, Stéphan Clémençon, Florence d'Alché-Buc. Functional Isolation Forest. The 11th Asian Conference on Machine Learning 2019, Nov 2019, Nagoya, Japan. ⟨hal-02369435⟩
Klaus Frieler, Doğaç Başaran, Frank Höger, Hélène-Camille Crayencour, Geoffroy Peeters, et al.. Don't hide in the frames: Note-and pattern-based evaluation of automated melody extraction algorithms. DLfM ’19: 6th International Conference on Digital Libraries for Musicology, Nov 2019, The Hague, Netherlands. ⟨10.1145/3358664.3358672⟩. ⟨hal-02420416⟩
Gabriel Meseguer-Brocal, Geoffroy Peeters. CONDITIONED-U-NET: INTRODUCING A CONTROL MECHANISM IN THE U-NET FOR MULTIPLE SOURCE SEPARATIONS. Proceedings of the 20th International Society for Music Information Retrieval Conference, Nov 2019, Delft, Netherlands. ⟨10.5281/zenodo.3527766⟩. ⟨hal-02448917⟩
Guillaume Doras, Geoffroy Peeters. Cover detection using dominant melody embeddings. ISMIR 2019, Nov 2019, Delft, Netherlands. ⟨hal-02457735⟩
Magdalena Fuentes, Lucas S Maia, Martín Rocamora, Luiz W P Biscainho, Hélène C Crayencour, et al.. Tracking beats and microtiming in afro-latin american music using conditional random fields and deep learning. ISMIR, Nov 2019, Delft, Netherlands. ⟨hal-02419361⟩
Hadrien Foroughmand, Geoffroy Peeters. DEEP-RHYTHM FOR TEMPO ESTIMATION AND RHYTHM PATTERN RECOGNITION. International Society for Music Information Retrieval (ISMIR), Nov 2019, Delft, Netherlands. ⟨hal-02457638⟩
Alexandre Garcia, Pierre Colombo, Slim Essid, Florence d'Alché-Buc, Chloé Clavel. From the Token to the Review: A Hierarchical Multimodal approach to Opinion Mining. 2019 Conference on Empirical Methods in Natural Language Processing, Nov 2019, Hong-Kong, China. ⟨hal-02371140⟩
Lucas S Maia, Magdalena Fuentes, Luiz W P Biscainho, Martín Rocamora, Slim Essid. SAMBASET: a dataset of historical samba de Enredo recordings for computational music analysis. The 20th International Society for Music Information Retrieval Conference, Nov 2019, Delft, Netherlands. ⟨hal-02943462⟩
Anna Esposito, Terry Amorese, Michele Buonanno, Marialucia Cuciniello, Antonietta Esposito, et al.. Handwriting and Drawing Features for Detecting Personality Traits. 2019 10th IEEE International Conference on Cognitive Infocommunications (CogInfoCom), Oct 2019, Naples, Italy. pp.79-84, ⟨10.1109/CogInfoCom47531.2019.9089985⟩. ⟨hal-04277461⟩
Sanjeel Parekh, Alexey Ozerov, Slim Essid, Ngoc Duong, Patrick Pérez, et al.. IDENTIFY, LOCATE AND SEPARATE: AUDIO-VISUAL OBJECT EXTRACTION IN LARGE VIDEO COLLECTIONS USING WEAK SUPERVISION. IEEE Workshop on Applications of Signal Processing to Audio and Acoustics (WASPAA), Oct 2019, New Paltz, United States. ⟨hal-02380780⟩
Kilian Schulze-Forster, Clément Doire, Gael Richard, Roland Badeau. Weakly informed audio source separation. WASPAA, Oct 2019, New Paltz, New York, United States. ⟨hal-02280472⟩
Catherine Taleb, Maha Khachab, Chafic Mokbel, Laurence Likforman-Sulem. Visual Representation of Online Handwriting Time Series for Deep Learning Parkinson's Disease Detection. 2019 International Conference on Document Analysis and Recognition Workshops (ICDARW), Sep 2019, Sydney, Australia. pp.25-30, ⟨10.1109/ICDARW.2019.50111⟩. ⟨hal-02437207⟩
Giorgia Cantisani, Slim Essid, Gael Richard. Decoding auditory attention in polyphonic music based on EEG: a new dataset and a preliminary study. Auditory EEG Signal Processing (AESoP) symposium, Sep 2019, Leuven, Belgium. ⟨hal-03175885⟩
Robin Vogel, Aurélien Bellet, Stéphan Clémençon, Ons Jelassi, Guillaume Papa. Trade-offs in Large-Scale Distributed Tuplewise Estimation and Learning. ECML PKDD 2019 - European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases, Sep 2019, Würzburg, Germany. pp.229-245. ⟨hal-02166428⟩
Giorgia Cantisani, Gabriel Trégoat, Slim Essid, Gael Richard. MAD-EEG: an EEG dataset for decoding auditory attention to a target instrument in polyphonic music. Speech, Music and Mind (SMM), Satellite Workshop of Interspeech 2019, Sep 2019, Vienna, Austria. ⟨hal-02291882v3⟩
Stéphan Clémençon, Robin Vogel. On Tree-based Methods for Similarity Learning. The Fifth Conference on Machine Learning, Optimization, and Data Science (LOD 2019), Sep 2019, Sienne, Italy, Italy. pp.676-688. ⟨hal-02461801⟩
Léo Hemamou, Ghazi Felhi, Jean-Claude Martin, Chloé Clavel. Slices of Attention in Asynchronous Video Job Interviews. 2019 8th International Conference on Affective Computing and Intelligent Interaction (ACII), Sep 2019, Cambridge, United Kingdom. ⟨hal-02370820⟩
Eleonora Ceccaldi, Nale Lehmann-Willenbrock, Erica Volta, Mohamed Chetouani, Gualtiero Volpe, et al.. How unitizing affects annotation of cohesion. 2019 8th International Conference on Affective Computing and Intelligent Interaction (ACII), Sep 2019, Cambridge, United Kingdom. pp.1-7, ⟨10.1109/ACII.2019.8925527⟩. ⟨hal-03152031⟩
Alice Cohen-Hadria, Axel Roebel, Geoffroy Peeters. Improving singing voice separation using Deep U-Net and Wave-U-Net with data augmentation. 2019 27th European Signal Processing Conference (EUSIPCO), Sep 2019, A Coruna, Spain. pp.1-5, ⟨10.23919/EUSIPCO.2019.8902810⟩. ⟨hal-02457184⟩
Kevin Elgui, Pascal Bianchi, François Portier, Olivier Isson. Learning Methods for RSSI-based Geolocation: A Comparative Study. 27th European Signal Processing Conference (EUSIPCO), Sep 2019, A Coruña, Spain. ⟨hal-02367908⟩
Mathieu Fontaine, Aditya Arie Nugraha, Roland Badeau, Kazuyoshi Yoshii, Antoine Liutkus. Cauchy Multichannel Speech Enhancement with a Deep Speech Prior. EUSIPCO 2019 - 27th European Signal Processing Conference, Sep 2019, Coruña, Spain. ⟨10.23919/EUSIPCO.2019.8903091⟩. ⟨hal-02288063⟩
Aidan Meacham, Roland Badeau, Jean-Dominique Polack. Lower Bound on Frequency Validity of Energy-Stress Tensor Based Diffuse Sound Field Model. ICA 2019, Sep 2019, Aachen, Germany. ⟨10.18154/RWTH-CONV-239324⟩. ⟨hal-02288565⟩
Simon Henriet, Umut Şimşekli, Sérgio F. Santos, Benoît Fuentes, Gael Richard. Factorisation Matricielle Semi Non-Négative: Applicationà la Décomposition de Consommations Electriques. Colloque francophonede traitement du signal et des images (GRETSI), Aug 2019, Lille, France. ⟨hal-02381367⟩
Jean-Dominique Polack, Aidan Meacham, Roland Badeau. Generalized formulation of acoustics. Congrès Français de Mécanique, Aug 2019, Brest, France. ⟨hal-02288067⟩
Eleni Charou, George Felekis, Danai Bournou Stavroulopoulou, Maria Koutsoukou, Antigoni Panagiotopoulou, et al.. Deep Learning for Agricultural Land Detection in Insular Areas. 2019 10th International Conference on Information, Intelligence, Systems and Applications (IISA), Jul 2019, Patras, Greece. pp.1-4, ⟨10.1109/IISA.2019.8900670⟩. ⟨hal-04289665⟩
Louis Faury, Clément Calauzènes, Olivier Fercoq. Benchmarking GNN-CMA-ES on the BBOB noiseless testbed. the Genetic and Evolutionary Computation Conference Companion, Jul 2019, Prague, Czech Republic. pp.1928-1936. ⟨hal-02269139⟩
Tolga Birdal, Umut Şimşekli. Probabilistic Permutation Synchronization using the Riemannian Structure of the Birkhoff Polytope. International Conference on Computer Vision and Pattern Recognition, Jun 2019, Long Beach, United States. ⟨hal-03269089⟩
Robert M Gower, Filip Hanzely, Peter Richtárik, Sebastian U Stich. Accelerated Stochastic Matrix Inversion: General Theory and Speeding up BFGS Rules for Faster Second-Order Optimization. International Conference on Machine Learning, Jun 2019, Los Angeles, United States. ⟨hal-02365327⟩
Pierre Laforgue, Stéphan Clémençon, Patrice Bertail. On Medians of (Randomized) Pairwise Means. The 36th International Conference on Machine Learning, Jun 2019, Long Beach (CA), United States. pp.1272-1281. ⟨hal-02463910⟩
Umut Şimşekli, Levent Sagun, Mert Gurbuzbalaban. A Tail-Index Analysis of Stochastic Gradient Noise in Deep Neural Networks. International Conference on Machine Learning, Jun 2019, Long Beach, United States. ⟨hal-03269101⟩
Thanh Huy Nguyen, Umut Şimşekli, Gael Richard. Non-Asymptotic Analysis of Fractional Langevin Monte Carlo for Non-Convex Optimization. International Conference on Machine Learning (ICML), Jun 2019, Long Beach, United States. ⟨hal-02346147⟩
Robert M Gower, Nicolas Loizou, Xun Qian, Alibek Sailanbayev, Egor Shulgin, et al.. SGD: General Analysis and Improved Rates. International Conference on Machine Learning, Jun 2019, Los Angeles, United States. ⟨hal-02365318⟩
Laure Prétet, Romain Hennequin, Jimena Royo-Letelier, Andrea Vaglio. Singing Voice Separation: A Study on Training Data. ICASSP 2019 - 2019 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), May 2019, Brighton, United Kingdom. pp.506-510, ⟨10.1109/ICASSP.2019.8683555⟩. ⟨hal-02372076⟩
Simon Leglaive, Umut Şimşekli, Antoine Liutkus, Laurent Girin, Radu Horaud. Speech enhancement with variational autoencoders and alpha-stable distributions. ICASSP 2019 - 44th IEEE International Conference on Acoustics, Speech and Signal Processing, May 2019, Brighton, United Kingdom. pp.541-545, ⟨10.1109/ICASSP.2019.8682546⟩. ⟨hal-02005106⟩
Naman Singh Negi, Ons Jelassi, Stéphan Clémençon, Sebastian Fischmeister. A LSTM Approach to Detection of Autonomous Vehicle Hijacking. 5th International Conference on Vehicle Technology and Intelligent Transport Systems (VEHITS 2019), May 2019, Heraklion, Greece. pp.475-482, ⟨10.5220/0007726004750482⟩. ⟨hal-02461824⟩
Pierre Laforgue, Florence d'Alché-Buc, Stéphan Clémençon. Autoencoding any Data through Kernel Autoencoders. AISTATS, Apr 2019, Okinawa, Japan. ⟨hal-02288519⟩
Stéphan Clémençon, Mastane Achab, Anna Korba. Dimensionality Reduction and (Bucket) Ranking: a Mass Transportation Approach. ALT 2019 : The 30th International Conference on Algorithmic Learning Theory, Mar 2019, Chicago, United States. pp.1-30. ⟨hal-02288552⟩
Ievgen Redko, Charlotte Laclau. On Fair Cost Sharing Games in Machine Learning. AAAI Conference on Artificial Intelligence, Jan 2019, Honolulu, United States. pp.4790-4797, ⟨10.1609/aaai.v33i01.33014790⟩. ⟨hal-02051399⟩
Léo Hemamou, Ghazi Felhi, Vincent Vandenbussche, Jean-Claude Martin, Chloé Clavel. HireNet: A Hierarchical Attention Model for the Automatic Analysis of Asynchronous Video Job Interviews. Thirty-Third AAAI Conference on Artificial Intelligence, Jan 2019, Honolulu, United States. pp.573-581, ⟨10.1609/aaai.v33i01.3301573⟩. ⟨hal-02370842⟩
Guillaume Doras, Philippe Esling, Geoffroy Peeters. On the use of U-Net for dominant melody estimation in polyphonic music. MMRP 2019, Jan 2019, Milano, Italy. ⟨hal-02457728⟩
Eugene Ndiaye, Tam Le, Olivier Fercoq, Joseph Salmon, Ichiro Takeuchi. Safe Grid Search with Optimal Complexity. International Conference on Machine Learning, 2019, Long Beach, United States. ⟨hal-01900037⟩
Alp Yurtsever, Olivier Fercoq, Volkan Cevher. A Conditional Gradient-Based Augmented Lagrangian Framework. International Conference on Machine Learning, 2019, Long Beach, United States. ⟨hal-02007601⟩
Catherine Taleb, Laurence Likforman-Sulem, Chafic Mokbel. Improving Deep Learning Parkinson’s Disease Detection Through Data Augmentation Training. MedPRAI 2019, 2019, Istamboul, Turkey. pp.79-93, ⟨10.1007/978-3-030-37548-5_7⟩. ⟨hal-04267912⟩
Olivier Fercoq, Ahmet Alacaoglu, Ion Necoara, Volkan Cevher. Almost surely constrained convex optimization. International Conference on Machine Learning, 2019, Long Beach, United States. pp.1910-1919. ⟨hal-02007623⟩
Anna Korba, Alexandre Garcia, Florence d'Alché-Buc. A Structured Prediction Approach for Label Ranking. Nips 2018, Dec 2018, Montreal, Canada. ⟨hal-02371075⟩
Bernard Delyon, François Portier. Asymptotic optimality of adaptive importance sampling. 32nd Conference on Neural Information Processing Systems (NIPS), Dec 2018, Montréal, Canada. ⟨hal-02094838⟩
Guillaume Ausset, Stéphan Clémençon, François Portier. Machine Learning for Survival Analysis: Empirical Risk Minimization for Censored Distribution-Free Regression with Applications.. NIPS, Workshop ML4H, Dec 2018, Montréal, Canada. ⟨hal-02287991⟩
Mathieu Chambefort, Emilie Chautru, Stéphan Clémençon, Guillaume Poulain, Nicolas Salaun. Signal and Noise Detection using Recurrent Autoencoders on Seismic Marine Data. NIPS, Workshop in Machine Learning for Geophysical & Geochemical Signals, Dec 2018, Montréal, Canada. ⟨hal-02287988⟩
Tanvi Dinkar, Ioana Vasilescu, Catherine Pelachaud, Chloé Clavel. Disfluencies and Teaching Strategies in Social Interactions Between a Pedagogical Agent and a Student: Background and Challenges. SEMDIAL 2018 (AixDial), The 22nd workshop on the Semantics and Pragmatics of Dialogue, Nov 2018, Aix-en-Provence, France. pp.188-191. ⟨hal-02292437⟩
Caroline Langlet, Chloé Clavel. Detecting User's Likes and Dislikes for a Virtual Negotiating Agent. ICMI '18: INTERNATIONAL CONFERENCE ON MULTIMODAL INTERACTION, Oct 2018, Boulder CO USA, France. pp.103-110, ⟨10.1145/3242969.3243024⟩. ⟨hal-04276038⟩
Ayoub Hajlaoui, Mohamed Chetouani, Slim Essid. Multi-task Feature Learning for EEG-based Emotion Recognition Using Group Nonnegative Matrix Factorization. 2018 26th European Signal Processing Conference (EUSIPCO), Sep 2018, Rome, France. pp.91-95, ⟨10.23919/EUSIPCO.2018.8553390⟩. ⟨hal-02422892⟩
Fereshteh Asgari, Stéphan Clémençon. Transport Mode Detection when Fine-grained and Coarse-grained Data Meet. 2018 3rd IEEE International Conference on Intelligent Transportation Engineering (ICITE), Sep 2018, Singapore, Singapore. pp.301-307. ⟨hal-04589634⟩
Roland Badeau. Unified Stochastic Reverberation Modeling. 26th European Signal Processing Conference (EUSIPCO), Sep 2018, Rome, Italy. ⟨hal-01795319⟩
Magdalena Fuentes, Brian Mcfee, Hélène C Crayencour, Slim Essid, Juan P Bello. ANALYSIS OF COMMON DESIGN CHOICES IN DEEP LEARNING SYSTEMS FOR DOWNBEAT TRACKING. The 19th International Society for Music Information Retrieval Conference, Sep 2018, Paris, France. ⟨hal-02943467⟩
Robin Vogel, Aurélien Bellet, Stéphan Clémençon. A Probabilistic Theory of Supervised Similarity Learning for Pointwise ROC Curve Optimization. Proceedings of the 35 th International Conference on Machine Learning, Jul 2018, Stochkolm, Sweden. ⟨hal-01922988⟩
Stéphan Clémençon, Robin Vogel, Aurélien Bellet. A Probabilistic Theory of Supervised Similarity Learning: Pairwise Bipartite Ranking and Pointwise ROC Curve Optimization. ICML 2018 - Thirty-fifth International Conference on Machine Learning, Jul 2018, Stockholm, Sweden. ⟨hal-02288518⟩
Mathieu Fontaine, Fabian-Robert Stöter, Antoine Liutkus, Umut Şimşekli, Romain Serizel, et al.. Multichannel Audio Modeling with Elliptically Stable Tensor Decomposition. LVA/ICA 2018 - 14th International Conference on Latent Variable Analysis and Signal Separation, Jul 2018, Surrey, United Kingdom. pp.13-23, ⟨10.1007/978-3-319-93764-9_2⟩. ⟨lirmm-01766795⟩
Alp Yurtsever, Olivier Fercoq, Volkan Cevher, Francesco Locatello. A Conditional Gradient Framework for Composite Convex Minimization with Applications to Semidefinite Programming. International Conference on Machine Learning, Jul 2018, Stockholm, Sweden. ⟨hal-02292460⟩
Brian Ravenet, Chloé Clavel, Catherine Pelachaud. Automatic Nonverbal Behavior Generation from Image Schemas. International Conference on Autonomous Agents and Multiagent Systems, Jul 2018, Stockholm, Sweden. ⟨hal-02287759⟩
Stéphan Clémençon, Anna Korba. On Aggregation in Ranking Median Regression.. ESANN 2018 proceedings, European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning, Apr 2018, Bruges, Belgium. ⟨hal-02288509⟩
Edgard Chammas, Chafic Mokbel, Laurence Likforman-Sulem. Handwriting Recognition of Historical Documents with Few Labeled Data. 2018 13th IAPR International Workshop on Document Analysis Systems (DAS), Apr 2018, Vienna, France. pp.43-48, ⟨10.1109/DAS.2018.15⟩. ⟨hal-04267897⟩
Valentin Barriere, Chloé Clavel, Slim Essid. Attitude Classification in Adjacency Pairs of a Human-Agent Interaction with Hidden Conditional Random Fields. ICASSP 2018 - 2018 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Apr 2018, Calgary, Canada. pp.4949-4953, ⟨10.1109/ICASSP.2018.8462160⟩. ⟨hal-02943469⟩
Adil Salim, Pascal Bianchi, Walid Hachem. A Constant Step Stochastic Douglas-Rachford Algorithm with Application to Non Separable Regularizations. ICASSP 2018, Apr 2018, Calgary, Canada. pp.2886-2890, ⟨10.1109/ICASSP.2018.8461469⟩. ⟨hal-02369904⟩
Umut Şimşekli, Halil Erdogan, Simon Leglaive, Antoine Liutkus, Roland Badeau, et al.. Alpha-stable low-rank plus residual decomposition for speech enhancement. ICASSP: International Conference on Acoustics, Speech, and Signal Processing, Apr 2018, Calgary, Canada. pp.651-655, ⟨10.1109/ICASSP.2018.8461539⟩. ⟨hal-01714909⟩
Stéphan Clémençon, François Portier. Beating Monte-Carlo Integration: a Nonparametric Study of Kernel Smoothing Methods. AISTATS 2018: The 21ST International Conference on Artificial Intelligence and Statistics, PMLR, Apr 2018, Lanzarote, Spain. ⟨hal-02287580⟩
Brahim Khalil Abid, Robert M. Gower. Greedy stochastic algorithms for entropy-regularized optimal transport problems. Proceedings of the 21th International Conference on Artificial Intelligence and Statistics, Apr 2018, Lanzarote, Spain. ⟨hal-02287764⟩
Stéphan Clémençon, Safa Boudabous, Ons Jelassi, Mariona Caros Roca. A secure IoT architecture for streaming data analysis and anomaly detection. 1st International Workshop on Security and Privacy for the Internet-of-Things, Apr 2018, Orlando, Florida, United States. ⟨hal-02287945⟩
Enguerrand Gentet, Bertrand David, Sébastien Denjean, Gael Richard, Vincent Roussarie. Optimisation d’un critère d’Intelligibilité de la Parole dans un Contexte Bruité Automobile. CFA 2018, Apr 2018, Le Havre, France. ⟨hal-02287919⟩
Catherine Taleb, Maha Khachab, Chafic Mokbel, Laurence Likforman-Sulem. A Reliable Method to Predict Parkinson’s Disease Stage and Progression based on Handwriting and Re-sampling Approaches. 2018 IEEE 2nd International Workshop on Arabic and Derived Script Analysis and Recognition (ASAR), Mar 2018, London, United Kingdom. pp.7-12, ⟨10.1109/ASAR.2018.8480209⟩. ⟨hal-04277497⟩
Simon Henriet, Umut Şimşekli, Gael Richard, Benoît Fuentes. Energy Disaggregation for Commercial Buildings: A Statistical Analysis. », International Workshop on Non-Intrusive Load Monitoring (NILM2018), Mar 2018, Austin, Tx, United States. ⟨hal-02288000⟩
Luisa Brinkschulte, Natascha Mariacher, Stephan Schlögl, Maria Ines Torres, Raquel Justo, et al.. The EMPATHIC Project: Building an Expressive, Advanced Virtual Coach to Improve Independent Healthy-Life-Years of the Elderly. Smarter Lives 18, Feb 2018, Insbrück, Austria. pp.36-52. ⟨hal-02287951⟩
Olivier Fercoq. Convergence Speed of a Primal-Dual Coordinate Descent Method. KAUST Research Workshop on Optimization and Big Data, Feb 2018, Tuwal, Saudi Arabia. ⟨hal-02288522⟩
Sanjeel Parekh, Slim Essid, Alexey Ozerov, Ngoc Q K Duong, Patrick Pérez, et al.. Weakly Supervised Representation Learning for Unsynchronized Audio-Visual Events. CVPR Workshop, 2018, Salt Lake city, United States. ⟨hal-02713307⟩
Ahmet Alacaoglu, Quoc Tran-Dinh, Olivier Fercoq, Volkan Cevher. Smooth Primal-Dual Coordinate Descent Algorithms for Nonsmooth Convex Optimization. Conference on Neural Information Processing Systems, Dec 2017, Long Beach, United States. ⟨hal-02288504⟩
Stéphan Clémençon, Mastane Achab. Continuous Ranking trough Oriented Recursive Partitions. NIPS, Dec 2017, Longbeach, United States. ⟨hal-02287581⟩
Irina Maslowski, Delphine Lagarde, Chloé Clavel. In-the-wild chatbot corpus: from opinion analysis to interaction problem detection. ICNLSSP 2017, Dec 2017, Casablanca, Morocco. pp.115-120. ⟨hal-02288505⟩
Stéphan Clémençon, Anna Korba, Eric Sibony. Ranking Median Regression: Learning to Order through Local Consensus. NIPS Workshop DISCML 2017, Dec 2017, Longbeach, United States. ⟨hal-02287629⟩
Nicolas Goix, Nicolas Drougard, Romain Brault, Mael Chiapino. One Class Splitting Criteria for Random Forests. The 9th Asian Conference on Machine Learning, Nov 2017, Seoul, South Korea. pp. 1-16. ⟨hal-01662421⟩
Atef Ben-Youssef, Chloé Clavel, Slim Essid, Miriam Bilac, Marine Chamoux, et al.. UE-HRI: a new dataset for the study of user engagement in spontaneous human-robot interactions. the 19th ACM International Conference, Nov 2017, Glasgow, France. pp.464-472, ⟨10.1145/3136755.3136814⟩. ⟨hal-02943475⟩
Brian Ravenet, Chloé Clavel, Catherine Pelachaud. The potential of Image Schemas for computing automatically metaphoric gestures for embodied conversational agents. European Symposium Series on Multimodal Communication, Oct 2017, Bielefeld, Germany. ⟨hal-02287731⟩
Sanjeel Parekh, Slim Essid, Alexey Ozerov, Quang-Khanh-Ngoc Duong, Patrick Perez, et al.. Guiding Audio Source Separation by Video Object Information. IEEE Workshop on Applications of Signal Processing to Audio and Acoustics (WASPAA), Oct 2017, New Paltz, New York, United States. ⟨hal-02287698⟩
Tahar Nabil, Eric Moulines, Jean-Marc Jicquel, Alexandre Girard, Christian Lajaunie. Méthode de Monte Carlo à dynamique hamiltonienne pour estimation d'un modèle thermique de bâtiment. XXVIe colloque GRETSI, Sep 2017, Juan-les-Pins, France. ⟨hal-02287621⟩
Mastane Achab, Stéphan Clémençon, Aurélien Garivier, Anne Sabourin, Claire Vernade. Max K-armed Bandits: On EstremeHunter and an Alternative Approach. ECML, Sep 2017, Skopje, Macedonia. ⟨hal-02287481⟩
Tahar Nabil, François Roueff, Jean-Marc Jicquel, Alexandre Girard. Identification of a thermal building model by learning the dynamics of the solar flux. Machine Learning for Signal Processing Workshop (MLSP), Sep 2017, Tokyo, Japan. ⟨hal-02288492⟩
Stéphan Clémençon. Machine-Learning Meets Extreme Value Theory. Annual Conference of the German Statistical Society, Sep 2017, Rostock, Germany. ⟨hal-02287918⟩
Caroline Langlet, Chloé Clavel. A Web-Based Platform for Annotating Sentiment-Related Phenomena in Human-Agent Conversations.. International Conference on Intelligent Virtual Agents, Sep 2017, Stockholm, Sweden. ⟨hal-01580091⟩
Rahul Mourya, André Ferrari, Rémi Flamary, Pascal Bianchi, Cédric Richard. Distributed Approach for Deblurring Large Images with Shift-Variant Blur. 2017 25th European Signal Processing Conference, Aug 2017, Kos Island, Greece. ⟨10.23919/EUSIPCO.2017.8081653⟩. ⟨hal-02365713⟩
Anne-Claire Conneau, Ayoub Hajlaoui, Mohamed Chetouani, Slim Essid. EMOEEG: A new multimodal dataset for dynamic EEG-based emotion recognition with audiovisual elicitation. 2017 25th European Signal Processing Conference (EUSIPCO), Aug 2017, Kos, Greece. pp.738-742, ⟨10.23919/EUSIPCO.2017.8081305⟩. ⟨hal-02422947⟩
Slim Essid. Matrix Co-Factorisation and Applications to Music Analysis. Machine Learning for Music Discovery Workshop, International Conference on Machine Learning (ICML) 2017, Aug 2017, Sydney, Australia. ⟨hal-02287881⟩
Valentin Barriere, Chloé Clavel, Slim Essid. Opinion Dynamics Modeling for Movie Review Transcripts Classification with Hidden Conditional Random Fields. Interspeech 2017, Aug 2017, Stockholm, Sweden. ⟨hal-02287607⟩
Gabriela Ciolek, P. Bertail. Concentration inequalities for Harris recurrent Markov chains. The 39th Conference on Stochastic Processes and their Applications, Jul 2017, Moscow, Russia. ⟨hal-02288511⟩
Varun Jain, Chloé Clavel, Catherine Pelachaud. Beat gesture prediction using prosodic features. 3rd International Workshop on Virtual Social Interaction (VSI 2017), Jul 2017, Bielefeld, Germany. ⟨hal-01567617⟩
Stéphan Clémençon, Alexandre Gramfort, Anne Sabourin, Albert Thomas. Empirical Minimum Volume Set on the Sphere: A Canonical Anomaly Detection Method. AISTATS, Jun 2017, Fort Lauderdale, United States. ⟨hal-02288463⟩
Stéphan Clémençon. Critical Regions for Anomaly Detection via Empirical MV-sets on the Sphere. EVA 2017, Jun 2017, Delft, Netherlands. ⟨hal-02288535⟩
Stéphan Clémençon, Anna Korba, Eric Sibony. A Learning Theory of Ranking Aggregation. AISTATS, Jun 2017, Fort Lauderdale, United States. ⟨hal-02287480⟩
Csaba Szepesvari, Bratislav Kveton, Sumeet Katariya, Claire Vernade. Bernoulli Rank-1 Bandits for Click Feedback. IJCAI, May 2017, Sidney, Australia. ⟨hal-02287914⟩
Gabriela Ciolek. Bootstrapping periodically autoregressive models. Journée annuelle de la Chaire Machine Learning for Big Data, May 2017, Paris, France. ⟨hal-02287799⟩
Zheng Wen, Sumeet Kataryia, Bratislav Kveton, Csaba Szepesvari, Claire Vernade. Stochastic Rank-1 Bandits. AISTATS, May 2017, Fort Lauderdale, United States. ⟨hal-02287915⟩
Adrien Nouvellet, Florence d'Alché-Buc, Valérie Beaudouin, Christophe Prieur, François Roueff. A quantitative analysis of digital library user behaviours based on access logs. QQML 2017, May 2017, Limerick, Ireland. ⟨hal-02287829⟩
Gabriela Ciolek, P. Bertail. Sharp Bernstein and Hoeffding type inequalities for regenerative Markov chains. Les probabilités de demain, May 2017, Bures-sur-Yvette, France. ⟨hal-02287800⟩
Joon Kwon, Vianney Perchet, Claire Vernade. Sparse Stochastic Bandits. COLT, May 2017, Amsterdam, Netherlands. ⟨hal-02287913⟩
Stéphan Clémençon, Gabriela Ciolek, P. Bertail. Concentration inequalities for regenerative and Harris recurrent Markov chains with applications to statistical learning. Séminaire généraliste de l'équipe de Probabilités et Statistiques, May 2017, Nancy, France. ⟨hal-02287763⟩
Jerry Andriessen, Michael Baker, Gennaro Cordasco, Rosario Donato, Delfina Malandrino, et al.. Increasing Public Value through Co-Creation of Open Knowledge. ICEDEG 2017 - 4th International Conference on eDemocracy & eGovernment, Apr 2017, Quito, Ecuador. ⟨hal-03991123⟩
Catherine Taleb, Laurence Likforman-Sulem, Maha Khachab, Chafic Mokbel. Feature selection for an improved Parkinson's disease identification based on handwriting. 2017 1st International Workshop on Arabic Script Analysis and Recognition (ASAR 2017), Apr 2017, Nancy, France. pp.52-56, ⟨10.1109/ASAR.2017.8067759⟩. ⟨hal-02395677⟩
Victor Bisot, Slim Essid, Gael Richard. Overlapping sound event detection with supervised Nonnegative Matrix Factorization. 2017 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Mar 2017, New Orleans, France. pp.31-35, ⟨10.1109/ICASSP.2017.7951792⟩. ⟨hal-02713341⟩
Slim Essid. Nonnegative Matrix Factorisation for multimodal data analysis. Dipartimento di Elettronica, Informazione e Bioingegeria (DEIB), Politecnico di Milano, Feb 2017, Milan, Italy. ⟨hal-02288528⟩
Gabriela Ciolek. Uniform bootstrap central limit theorems for Harris chains. Séminaire de statistique d'AgroParisTech, Jan 2017, Paris, France. ⟨hal-02287762⟩
Tom Dupré La Tour, Yves Grenier, Alexandre Gramfort. Parametric models of phase-amplitude coupling in neural time series. BASP, Jan 2017, Villars-sur-Ollon, Switzerland. ⟨hal-02287880⟩
Pascal Bianchi, Olivier Fercoq. Using big steps in coordinate descent primal-dual algorithms. IEEE 55th Conference on Decision and Control (CDC), Dec 2016, Las Vegas, NV, United States. pp.1895-1899, ⟨10.1109/CDC.2016.7798541⟩. ⟨hal-01497087⟩
Stéphan Clémençon, P. Bertail, Guillaume Papa. Learning from Survey Training Samples: Rate Bounds for Horvitz-Thompson Risk Minimizers. ACML, Dec 2016, Hamilton, New Zealand. ⟨hal-02287361⟩
Romain Brault, Néhémy Lim, Florence d'Alché-Buc. Scaling up Vector Autoregressive Models With Operator-Valued Random Fourier Features. 2nd ECML/PKDD Workshop on Advanced Analytics and Learning on Temporal Data (AALTD 2016), Sep 2016, Riva Del Garda, Italy. ⟨hal-02288472⟩
Céline Meillier, Pascal Bianchi, Walid Hachem. Two distributed algorithms for the deconvolution of large radio-interferometric multispectral images. Eusipco, Sep 2016, Budapest, Hungary. ⟨hal-02412199⟩
Thomas Janssoone, Chloé Clavel, Kévin Bailly, Gael Richard. Using Temporal Association Rules For the synthesis of Embodied Conversational Agent With a specific stance.. International Conference on Intelligent Virtual Agents, Sep 2016, Los Angeles, United States. ⟨hal-02287401⟩
Simon Durand, Juan P. Bello, Bertrand David, Gael Richard. Feature Adapted Convolutional Neural Networks for Downbeat Tracking. ICASSP 2016, Sep 2016, Shanghai, China. ⟨hal-02287268⟩
Slim Essid. Audio and Brain Research at Telecom ParisTech. Hearing Seminar of the Center for Computer Research in Music and Acoustics (CCRMA), Stanford University, Sep 2016, Stanford, United States. ⟨hal-02287866⟩
Victor Bisot, Romain Serizel, Slim Essid, Gael Richard. SUPERVISED NONNEGATIVE MATRIX FACTORIZATION FOR ACOUSTIC SCENE CLASSIFICATION. IEEE international evaluation campaign on detection and classification of acousitc scenes and events (DCASE 2016), Sep 2016, Budapest, Hungary. ⟨hal-02943480⟩
Pascal Bianchi, Walid Hachem, Adil Salim. Building Stochastic Optimization Algorithms with Random Monotone Operators. Eucco, Sep 2016, Leuven, Belgium. ⟨hal-02287356⟩
Maël Chiapino, Anne Sabourin. Feature clustering for extreme events analysis, with application to extreme stream-flow data. ECML workshop "New Frontiers in Mining Complex Patterns", Sep 2016, Riva del guarda, Italy. ⟨hal-02287455⟩
Bogdan Cirstea, Laurence Likforman-Sulem. Improving a deep convolutional neural network architecture for character recognition. Document Recognition and Retrieval, Aug 2016, San Francisco, United States. ⟨hal-02412201⟩
Simon Durand, Slim Essid. Downbeat Detection with Conditional Random Fields and Deep Learned Features. International Society for Music Information Retrieval (ISMIR), Aug 2016, New York City, United States. pp.386-392. ⟨hal-02288480⟩
Edgard Chammas, Chafic Mokbel, Laurence Likforman-Sulem. Exploitation de l'échelle d'écriture pour améliorer la reconnaissance automatique des textes manuscrits arabes. CIFED 2016, Aug 2016, Toulouse, France. ⟨hal-02412202⟩
Slim Essid. Research on Nonnegative Matrix Factorisation at Telecom ParisTech. Spotify Research Seminar, Aug 2016, New York, United States. ⟨hal-02288525⟩
Bogdan Cirstea, Laurence Likforman-Sulem. Tied Spatial Transformer Networks for Digit Recognition. ICFHR, Aug 2016, Shenzen, China. ⟨hal-02287387⟩
Igor Colin, Aurélien Bellet, Joseph Salmon, Stéphan Clémençon. Un algorithme de Gossip pour l’optimisation décentralisée de fonctions sur les paires. Cap 2016 - Conférence sur L'apprentissage automatique, Jul 2016, Marseille, France. ⟨hal-02287368⟩
Albert Thomas, Alexandre Gramfort, Stéphan Clémençon. Learning Hyperparameters for Unsupervised Anomaly Detection. Conférence sur L'apprentissage automatique - Cap 2016, Jul 2016, Marseille, France. ⟨hal-02287369⟩
Olivier Cappé, Claire Vernade. Modèle de distraction pour la sélection séquentielle de contenu. Journées de Statistiques, Jun 2016, Montpellier, France. ⟨hal-02287453⟩
Thomas Janssoone, Chloé Clavel, Kévin Bailly, Gael Richard. Analyse et reconnaissance multimodale de signaux sociaux : application à la synthèse d’attitudes sociales d’un agent conversationnel animé. WACAI, Jun 2016, Brest, France. ⟨hal-02287370⟩
J. Fernando Sánchez-Rada, Bjorn Schüller, Viviana Patti, Chloé Clavel. Linked Data Models for Emotion and Sentiment Analysis W3C Community Group. LREC 2016 Workshop Emotion and Sentiment Analysis., May 2016, Portorož, Slovenia. ⟨hal-02412204⟩
Romain Serizel, Slim Essid, Gael Richard. Group nonnegative matrix factorisation with speaker and session variability compensation for speaker identification. ICASSP, Mar 2016, Shangai, China. pp.5470 - 5474. ⟨hal-02288453⟩
Romain Serizel, Slim Essid, Gael Richard. Group Non-Negative Matrix Factorisation With Speaker And Session Similarity Constraints For Speaker Identification. IEEE International Conference on Acoustics, Speech, and Signal Processing, Mar 2016, Shangai, China. ⟨hal-01393968⟩
Victor Bisot, Romain Serizel, Slim Essid, Gael Richard. Acoustic scene classification with matrix factorization for unsupervised feature learning. ICASSP, Mar 2016, Shangai, China. ⟨hal-02287267⟩
Anne Sabourin. Dimension reduction in multivariate extremes. THIRD CONFERENCE OF THE INTERNATIONAL SOCIETY FOR NONPARAMETRIC STATISTICS (ISNPS), Mar 2016, Avignon, France. ⟨hal-02287863⟩
Karan Nathwani, Morgane Daniel, Gael Richard, Bertrand David, Vincent Roussarie. Formant shifting for speech Intelligibility improvement in car noise environment. ICASSP, Mar 2016, Shanghai, China. ⟨hal-02287313⟩
François Roueff. Posterior consistency for partially-observed Markov models. Processus, Feb 2016, CIRM, Luminy, France. ⟨hal-02287438⟩
François Roueff. Estimation consistante du paramètre d'un modèle de Markov partiellement observé. Séminaire de Mathématiques Appliquées de l'université de Nantes, Feb 2016, Nantes, France. ⟨hal-02288523⟩
Slim Essid. Très brève introduction au Machine Learning. Conference debat du Corps des Mines, Jan 2016, Paris, France. ⟨hal-02287867⟩
Thomas Janssoone, Chloé Clavel, Kevin Bailly, Gael Richard. Using temporal association rules for the synthesis of embodied conversational agents with a specific stance. The Sixteenth International Conference on Intelligent Virtual Agents (IVA 2016), 2016, Los Angeles, United States. pp.1-14, ⟨10.1007/978-3-319-47665-0_16⟩. ⟨hal-03181846⟩
Eugène Ndiaye, Olivier Fercoq, Alexandre Gramfort, Joseph Salmon. GAP Safe screening rules for sparse multi-task and multi-class models. Conference on Neural Information Processing Systems, Dec 2015, Montréal, Canada. ⟨hal-02287197⟩
Stéphan Clémençon, Eric Sibony, Anna Korba. Multiresolution analysis for the statistical analysis of incomplete rankings. NIPS 2015 - Workshop on Multiresolution Methods for Large Scale Learning, Dec 2015, Montreal, Canada. ⟨hal-02287282⟩
Hequn Bai, Laurent Daudet, Gael Richard. Geometric-Based Reverberator Using Acoustic Rendering Networks. IEEE Workshop on Applications of Signal Processing to Audio and Acoustics (WASPAA), Oct 2015, New Paltz, New York, United States. ⟨hal-02287206⟩
Pascal Bianchi. On the convergence of a stochastic proximal point algorithm. CAMSAP, Oct 2015, Cancun, Mexico. ⟨hal-02412178⟩
Adrien Nouvellet, François Roueff, Maurice Charbit, Alexis Le Pichon. Calibration du test de rapport de vraisemblance généralisé pour la détection d’une onde plane traversant un réseau de capteurs. Gresti, Sep 2015, Lyon, France. ⟨hal-02287216⟩
Victor Bisot, Slim Essid, Gael Richard. Hog and Subband power distribution image features for acoustic scene classification. EUSIPCO, Sep 2015, Nice, France. pp.719-723. ⟨hal-02287266⟩
Simon Leglaive, Roland Badeau, Gael Richard. A priori probabiliste anéchoïque pour la séparation sous-déterminée de sources sonores en milieu réverbérant. Colloque GRETSI, Sep 2015, Lyon, France. ⟨hal-01206808⟩
Rachel M Bittner, Justin Salamon, Slim Essid, Juan P Bello. MELODY EXTRACTION BY CONTOUR CLASSIFICATION. International Conference on Music Information Retrieval (ISMIR), Sep 2015, Malaga, Spain. ⟨hal-02943532⟩
Stéphan Clémençon, Aurélien Bellet, Ons Jelassi, Guillaume Papa. Scalability of Stochastic Gradient Descent based on "Smart" Sampling Techniques. INNS Conference on Big Data (INNS-BigData 2015), Aug 2015, San Francisco, United States. ⟨hal-01430858⟩
Sabrina Campano, Caroline Langlet, Nadine Glas, Chloé Clavel, Catherine Pelachaud. An ECA expressing appreciations.. In Workshop on Engagement in Human Computer Interaction, ACII., Aug 2015, Qian, China. ⟨hal-01259936⟩
Caroline Langlet, Chloé Clavel. Adapting sentiment analysis to face-to-face human-agent interactions: from detection to evaluation issues. ACII 2015, Aug 2015, Qian, China. ⟨hal-01259917⟩
Paul Magron, Roland Badeau, B. David. Phase reconstruction of spectrograms with linear unwrapping: application to audio signal restoration. EUSIPCO, Aug 2015, Nice, France. ⟨hal-01206804⟩
Anne Sabourin. Extreme Value Theory for Upper Semicontinuous Processes. 2015 IMS-China International Conference on Statistics and Probability, Jul 2015, Kunming, China. ⟨hal-02287864⟩
Anne Sabourin. Dimension reduction in multivariate extremes Application to anomaly detection. Extreme Value Analysis, Jun 2015, Ann Arbor, United States. ⟨hal-02287865⟩
Sabrina Campano, Chloé Clavel, C. Pelachaud. “I like this painting too”: when an ECA shares appreciations to engage users. 14th International Conference on Autonomous Agents and Multiagent Systems AAMAS'15, May 2015, Istanbul, Turkey. ⟨hal-02412126⟩
Slim Essid. Introduction à la factorisation en matrices positives. Journée Télécom-UPS "Le numérique pour tous", May 2015, Paris, France. ⟨hal-02287868⟩
Florian Pecune, Beatrice Biancardi, Yu Ding, Catherine Pelachaud, Maurizio Mancini, et al.. Laughing with a Virtual Agent. AAMAS, May 2015, Istanbul, Turkey. ⟨hal-02412122⟩
Camila de Andrade Scatolini, Gael Richard, Benoît Fuentes. Multipitch estimation using a PLCA-based model: Impact of partial user annotation. ICASSP 2015 - 2015 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Apr 2015, South Brisbane, France. pp.186-190, ⟨10.1109/ICASSP.2015.7177957⟩. ⟨hal-02713516⟩
Thomas Fillon, C. Joder, Simon Durand, Slim Essid. A conditional random field system for beat tracking. IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Apr 2015, Brisbane, Australia. ⟨hal-02288433⟩
Simon Durand, Juan P. Bello, Bertrand David, Gael Richard. Downbeat tracking with multiple features and deep neural networks. ICASSP 2015, Apr 2015, Brisbane, Australia. ⟨hal-02287003⟩
Stéphan Clémençon, Sylvain Robbiano. An Ensemble Learning Technique for Multipartite Ranking. ESANN 2015, Apr 2015, Bruges, Belgium. ⟨hal-02286986⟩
Romain Serizel. A brief introduction to deep neural networks and their application to automatic speech recognition. Séminaire de l'équipe Perception, Feb 2015, Grenoble, France. ⟨hal-02287014⟩
Slim Essid. Nonnegative matrix Factorisation for Audiovisual Document Analysis. Seminaire Traitement du Langage Parle, LIMSI, 2015, Orsay, France. ⟨hal-02287882⟩
Florian Pecune, Beatrice Biancardi, Yu Ding, Catherine Pelachaud, Maurizio Mancini, et al.. LOL - Laugh Out Loud. AAAI, Jan 2015, Austin, United States. ⟨hal-02412124⟩
Edgard Chammas, Chafic Mokbel, Laurence Likforman-Sulem. Arabic handwritten document preprocessing and recognition. ICDAR 2015, Jan 2015, Nancy, France. ⟨hal-02412189⟩
Franck Iutzeler, Pascal Bianchi, Philippe Ciblat, Walid Hachem. Linear Convergence Rate for Distributed Optimization with the Alternating Direction Method of Multipliers. CDC, Dec 2014, Los Angeles, United States. ⟨hal-02412076⟩
Stéphan Clémençon, P. Bertail, Charles Tillier. Extreme values statistics for Markov chains with applications to Finance and Insurance. Extreme Events in Finance, Dec 2014, ROYAUMONT, ASNIÈRES SUR OISE, France. ⟨hal-02286984⟩
Gennaro Cordasco, Anna Esposito, Pierrick Milhorat, Stephan Schlögl, Gianni Pelosi, et al.. Assessing Voice User Interfaces: the vAssist System Prototype.. IEEE Conf. on Cognitive InfoCommunications, Nov 2014, Vietri sul Mare, Italy. ⟨hal-02287391⟩
Olivier Cappé. Rank-based test statistics for detecting anomalies in network traffic data. Time Dynamic Change Point Models and its Applications Wokshop, Oct 2014, Goettingen, Germany. ⟨hal-02288424⟩
Sabrina Campano, Jessica Durand, Chloé Clavel. Comparative Analysis of verbal alignment in human-human and human-agent interactions. Language Resources and Evaluation Conference, Oct 2014, Reykjavik, Iceland. pp.4415-4422. ⟨hal-02412088⟩
Sabrina Campano, Nadine Glas, Caroline Langlet, C. Pelachaud, Chloé Clavel. Alignement par Production d'Hétéro-Répétitions chez un ACA. Workshop Affect, Compagnon Artificiel, Interaction, Oct 2014, Rouen, France. pp.18-23. ⟨hal-02412089⟩
Anne Sabourin. Multivariate extremes with censored data: how Dirichlet mixtures can help. 2014 Joint Statistical Meetings (JSM), Aug 2014, Boston, United States. ⟨hal-02288524⟩
Gersende Fort. Monte Carlo methods for sampling-based Optimization methods. Distributed and Stochastic Optimization, Jul 2014, Nice, France. ⟨hal-02288422⟩
Caroline Langlet, Chloé Clavel. Modélisation des questions de l’agent pour l’analyse des affects, jugements et appréciations de l’utilisateur dans les interactions humain-agent. TALN 2014, Jul 2014, Marseille, France. pp.480-484. ⟨hal-02286982⟩
Slim Essid, Alexey Ozerov. A tutorial on Nonnegative Matrix Factorisation with applications to audiovisual content analysis. Tutorial at ICME 2014, Jul 2014, Chengdu, China. ⟨hal-02287869⟩
Tepmony Sim. Identifiability conditions for partially-observed Markov chains. 11th International Vilnius Conference on Probability Theory and Mathematical Statistics, Jun 2014, Vilnius, Lithuania. ⟨hal-02288448⟩
Gersende Fort. Sampling Multimodal densities on large dimensional spaces. International Conference "7the Journées de Statistique du Sud", Jun 2014, Barcelone, Spain. ⟨hal-02286898⟩
Camille Dutrey, Sophie Rosset, Martine Adda-Decker, Chloé Clavel, I. Vasilescu. Disfluences dans la parole spontanée conversationnelle: détection automatique utilisant des indices lexicaux et acoustiques. Actes de la conférence conjointe JEP-TALN-RECITAL 2012, volume 2: TALN, pages 359–366, Jun 2014, Grenoble, France. ⟨hal-02412090⟩
Thierry Guillemot, Andrés Almansa, Tamy Boubekeur. Covariance Trees for 2D and 3D Processing. IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Jun 2014, Colombus, United States. pp.556-563, ⟨10.1109/CVPR.2014.78⟩. ⟨hal-01117099v2⟩
N. Seichepine, Slim Essid, C. Fevotte, O. Cappe. Piecewise constant nonnegative matrix factorization. ICASSP 2014 - 2014 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), May 2014, Florence, France. pp.6721-6725, ⟨10.1109/ICASSP.2014.6854901⟩. ⟨hal-02943536⟩
Anne-Claire Conneau, Slim Essid. Assessment of new spectral features for eeg-based emotion recognition.. International Conference on Acoustics, Speech, and Signal Processing (ICASSP), May 2014, Florence, Italy. ⟨hal-02287334⟩
Giorgio Presti, Davide Andrea Mauro. Sound source modeling and separation in stereophonic mixtures: a PAN-driven approach generalizing ADRes. IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), May 2014, Firenze, Italy. ⟨hal-02286761⟩
Caroline Langlet, Chloé Clavel. Modelling user’s attitudinal reactions to the agent utterances: focus on the verbal content. 5th International Workshop on Emotion, Social Signals, Sentiment & Linked Open Data. Satellite of LREC 2014, May 2014, REYKJAVIK, Iceland. ⟨hal-02286981⟩
Nicolás López, Yves Grenier, Gael Richard, Ivan Bourmeyster. Single Channel Reverberation Suppression Based on Sparse Linear Prediction. IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), May 2014, Florence, Italy. ⟨10.1109/ICASSP.2014.6854591⟩. ⟨hal-02286852⟩
Simon Durand, Bertrand David, Gael Richard. Enhancing downbeat detection when facing different music styles. ICASSP, May 2014, Florence, Italy. pp.3152-3156. ⟨hal-02286904⟩
Davide Andrea Mauro. A Binaural Spatialization System for 3D Audio Immersive Communication in Virtual Networked Environments. EAA Joint Symposium on Auralization and Ambisonics 2014, Apr 2014, Berlin, Germany. ⟨hal-02286760⟩
Stéphan Clémençon, Charanpal Dhanjal. A stochastic graph-based model for epidemics. SDM14-Networks, Apr 2014, Philadelphia, United States. ⟨hal-02288393⟩
Gersende Fort. Méthodes de Monte Carlo par Chaînes de Markov Adaptatives. Séminaire Statistique des sommets de Rochebrune, Apr 2014, Mégève, France. ⟨hal-02287056⟩
P. Bianchi, W. Hachem, Franck Iutzeler. A Stochastic Coordinate Descent Primal-Dual Algorithm And Applications. IEEE MLSP, 2014, Reims, France. ⟨hal-02412123⟩
Gael Richard. Informed Audio source Separation. AES International Conference on Semantic Audio, 2014, Londres, United Kingdom. ⟨hal-02713605⟩
Nathaniel Korda, Emilie Kaufmann, Rémi Munos. Thompson Sampling for one-dimensial exponential family bandits. NIPS 2013 - Neural Information Processing Systems Conference, Dec 2013, Lake Tahoe, United States. ⟨hal-02288407⟩
Slim Essid. Multimodal Signal Analysis at Telecom ParisTech. Seminaire scienti\unmatchedfb01que de Technicolor R&D, Dec 2013, Rennes, France. ⟨hal-02288526⟩
Sébastien Fenet, Yves Grenier, Gael Richard. An Extended Audio-Fingerprint Method with Capabilities for Similar Music Detection. ISMIR, Nov 2013, Curitiba, Brazil. pp.569-574. ⟨hal-02286820⟩
Aymeric Masurelle, Slim Essid, Gael Richard. MULTIMODAL CLASSIFICATION OF DANCE MOVEMENTS USING BODY JOINT TRAJECTORIES AND STEP SOUNDS. International Workshop on Image and Audio Analysis for Multimedia Interactive Services WIAMIS, Nov 2013, Paris, France. pp.1-4, ⟨10.1109/WIAMIS.2013.6616151⟩. ⟨hal-00904461⟩
Giorgio Presti, Davide Andrea Mauro. Continuous Brightness Estimation (CoBE): Implementation and its Possible Applications. CMMR, Oct 2013, Marseille, France. pp.8. ⟨hal-02286759⟩
François Rigaud, Angelique Dremeau, B. David, Laurent Daudet. A Probabilistic Line Spectrum Model for Musical Instrument Sounds and its Application to Piano Tuning Estimation. IEEE Workshop on Applications of Signal Processing to Audio and Acoustics, Oct 2013, New Paltz NY, United States. ⟨hal-02288384⟩
Hequn Bai, Gael Richard, Laurent Daudet. Modeling Early Relections Using a Radiance Transfer Method. IEEE Workshop on Applications of Signal Processing to Audio and Acoustics (WASPAA 2013), Oct 2013, New Paltz, United States. ⟨10.1109/WASPAA.2013.6701841⟩. ⟨hal-02286888⟩
Davide Andrea Mauro, Rufael Mekuria, Michele Sanna. Binaural Spatialization for 3D immersive audio communication in a virtual world. AudioMostly, Sep 2013, Pitea, Sweden. pp.8. ⟨hal-02288381⟩
Alireza Roodaki, Rémi Bardenet, Olivier Cappé, Balazs Kegl. Detection and estimation of high energy physical particles using Monte Carlo methods. Colloque du GRETSI, Sep 2013, Brest, France. ⟨hal-02287064⟩
Cécilia Damon, Antoine Liutkus, Alexandre Gramfort, Slim Essid. Nonnegative Tensor Factorization for Single-Channel EEG Artifact Rejection. IEEE International Workshop on Machine Learning for Signal Processing, Sep 2013, Southampton, United Kingdom. ⟨hal-02288386⟩
Nicolás López, Mounira Maazaoui, Yves Grenier, Gael Richard, Ivan Bourmeyster. Does dereverberation help multichannel blind source separation? A study case. European Signal Processing Conference (EUSIPCO), Sep 2013, Marrakech, Morocco. ⟨hal-02286737⟩
Christophe Giraud, François Roueff, Andrés Sánchez Pérez. Adaptive online forecasting of a locally stationary time varying autoregressive process. Statistical Inference for Complex Time Series Dat, Sep 2013, Oberwolfach, Germany. pp.53-56, ⟨10.4171/OWR/2013/48⟩. ⟨hal-01026582⟩
Ndeye Dieng, Maurice Charbit, Claude Chaudet, Taieb Ben Meriem, Laurent Toutain. Indoor Localization in Wireless Networks based on a Two-modes Gaussian Mixture Model. IEEE 78th Vehicular Technology Conference (VTC 2013 Fall), Sep 2013, Las Vegas, United States. ⟨hal-02288421⟩
Messaoud Thameri, Karim Abed-Meraim, A. Belouchrani. ROBUST SUBSPACE TRACKING IN ALPHA-STABLE NOISE ENVIRONMENTS. EUSIPCO, Sep 2013, Marrakech, Morocco. ⟨hal-02286644⟩
Nicolas Seichepine, Slim Essid, Cédric Févotte, Olivier Cappé. Co-factorisation douce en matrices non-négatives. Application au regroupement multimodal de locuteurs. GRETSI, Sep 2013, Brest, France. ⟨hal-02286798⟩
Cristina Oprean, Laurence Likforman-Sulem, A. Popescu-Belis, Chafic Mokbel. Using the World Wide Web for creating dynamic dictionaries in handwritten out-of-vocabulary word recognition. ICDAR 2013, Aug 2013, Washington, United States. ⟨hal-02412002⟩
Chloé Clavel, Catherine Pelachaud, Magalie Ochs. User’s sentiment analysis in face-to-face human-agent interactions - prospects. Workshop on Affective Social Signal Computing, Satellite of Interspeech, Aug 2013, Grenoble, France. ⟨hal-02412011⟩
Olivier Morillot, Laurence Likforman-Sulem, Emmanuèle Grosicki. Comparative study of HMM and BLSTM segmentation-free approaches for the recognition of handwritten text-lines. ICDAR 2013, Aug 2013, Washington, United States. ⟨hal-02412003⟩
Davide Andrea Mauro, N. E. O'Connor, David Monaghan, Marc Gowing, Philipp Fechteler, et al.. Advancements and challenges towards a collaborative framework for 3D Tele-immersive Social Networking. Hot3d, Jul 2013, San Jose, California, United States. pp.2. ⟨hal-02286722⟩
Amandine Schreck. A Bayesian method for sprase regression. 9th IMACS Seminar on Monte Carlo Methods, Jul 2013, Annecy-le-Vieux, France. ⟨hal-02286863⟩
Andrea Martelloni, Davide Andrea Mauro, Antonio Mancuso. Further evidences of the contribution of the ear canal to directional hearing: design of a compensation filter. ICA, Jun 2013, Montreal, Canada. pp.5, ⟨10.1121/1.4799649⟩. ⟨hal-02286498⟩
Emilie Kaufmann, Shivaram Kalyanakrishnan. Information Complexity in Bandit Subset Selection. Conference On Learning Theory, Jun 2013, Princeton, United States. ⟨hal-02288406⟩
B. David, M. Campedel, S. Lemarchand, Michel Grojnowski, Patrick Bellot. Le projet PACT : créer les conditions pour apprendre la collaboration. QPES, Question de pédagogie dans l'enseignement supérieur, Jun 2013, Sherbrooke, Canada. pp.155-162. ⟨hal-02286802⟩
Philipp Fechteler, Peter Eisert, Anna Hilsmann, Davide Andrea Mauro, Sigurd Broeck, et al.. A Framework for Realistic 3D Tele-Immersion. MIRAGE 6th International Conference on Computer Vision / Computer Graphics Collaboration Techniques and Applications, Jun 2013, Berlin, Germany. pp.8, ⟨10.1145/2466715.2466718⟩. ⟨hal-02286689⟩
N. Seichepine, Slim Essid, C. Fevotte, O. Cappe. Soft nonnegative matrix co-factorizationwith application to multimodal speaker diarization. ICASSP 2013 - 2013 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), May 2013, Vancouver, France. pp.3537-3541, ⟨10.1109/ICASSP.2013.6638316⟩. ⟨hal-02943543⟩
Stéphan Clémençon, Sylvain Robbiano, Jessica Tressou. Maximal deviations of incomplete U-statistics with applications to empirical risk sampling. SIAM International Conference on Data-Mining SDM13, May 2013, Austin, United States. pp.19-27, ⟨10.1137/1.9781611972832.3⟩. ⟨hal-01242334⟩
François Rigaud, Antoine Falaize, B. David, Laurent Daudet. Does Inharmonicity Improve an NMF-Based Piano Transcription Model?. 38th IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP 2013), May 2013, Vancouver, Canada. pp.11-15. ⟨hal-00856734⟩
Angelique Dremeau, Slim Essid. Probabilistic dance performance alignment by fusion of multimodal features. IEEE Int’l Conf. on Acoustics, Speech and Signal Processing (ICASSP), May 2013, Vancouver, Canada. ⟨hal-02288353⟩
Olivier Cappé. Learning with the online EM algorithm. Invited talk at the StatLearn'13 workshop, Apr 2013, Bordeaux, France. ⟨hal-02286569⟩
Davide Andrea Mauro. Audio Convolution on GPUs: a follow-up. AIA-DAGA, Mar 2013, Meran, Italy. pp.4. ⟨hal-02288350⟩
Gersende Fort. Convergence and Efficiency of the Wang-Landau algorithm. Winter School "New directions in Monte Carlo methods", Jan 2013, Gainesville, United States. ⟨hal-02286486⟩
Manuel Moussallam, Alexandre Gramfort, Gael Richard, Laurent Daudet. Débruitage Aveugle par Décompositions Parcimonieuses et Aléatoires,. GRETSI, 2013, Brest, France. ⟨hal-02713678⟩
Amandine Schreck. An adaptive version of the equi-energy sampler. 15th Annual Winter Workshop: New Directions in Monte Carlo Methods, Jan 2013, Gainesville, United States. ⟨hal-02288346⟩
Ban Zheng, François Roueff, Frédéric Abergel. Application of Spread constrained Limit Order Book Hawkes Process to financial high frequency data modelling. Market Microstructure: confronting many viewpoints, Dec 2012, Paris, France. ⟨hal-02286455⟩
Emilie Kaufmann, Nathaniel Korda, Rémi Munos. Thompson Sampling : an asymptotically optimal finite time analysis. International Conference on Algorithmic Learning Theory, Nov 2012, Lyon, France. pp.199-213. ⟨hal-02286442⟩
Antoine Liutkus, Angélique Drémeau, Dimitrios Alexiadis, Slim Essid, Petros Daras. Analysis of dance movements using gaussian processes. the 20th ACM international conference, Oct 2012, Nara, France. pp.1375, ⟨10.1145/2393347.2396492⟩. ⟨hal-02943555⟩
Thierry Guillemot, Andrés Almansa, Tamy Boubekeur. Non Local Point Set Surfaces. International Conference on 3D Imaging, Modeling, Processing, Visualization and Transmission (3DIMPVT 2012), Oct 2012, Zurich, Switzerland. pp.324-331, ⟨10.1109/3DIMPVT.2012.71⟩. ⟨hal-01117141⟩
Slim Essid, C. Fevotte. Decomposing the video editing structure of a talk-show using nonnegative matrix factorization. 2012 19th IEEE International Conference on Image Processing (ICIP 2012), Sep 2012, Orlando, France. pp.3105-3108, ⟨10.1109/ICIP.2012.6467557⟩. ⟨hal-02943553⟩
Gersende Fort. Adaptive and Interacting Monte Carlo methods for Bayesian analysis. Workshop "Big Bang, Big Data, Big Computers", Sep 2012, Paris, France. ⟨hal-02286420⟩
Nicolás López, Yves Grenier, Gael Richard, Ivan Bourmeyster. Low variance blind estimation of the reverberation time. 13th International Workshop on Acoustic Signal Enhancement (IWAENC 2012), Sep 2012, Aachen, Germany. ⟨hal-02288328⟩
Tatjana Lange, Pavlo Mozharovskyi. The alpha-procedure: a nonparametric invariant method for automatic classification of multi-dimensional objects. Data Analysis, Machine Learning and Knowledge Discovery, Aug 2012, Hildesheim, Germany. ⟨hal-03189248⟩
François Rigaud, B. David, Laurent Daudet. Piano Sound Analysis Using Non-negative Matrix Factorization with Inharmonicity Constraint. European Signal Processing Conference, Aug 2012, Bucharest, Romania. pp.2462-2466. ⟨hal-00727398⟩
Sébastien Fenet, Manuel Moussallam, Yves Grenier, Gael Richard, Laurent Daudet. A Framework for Fingerprint-Based Detection of Repeating Objects in Multimedia Streams. EUSIPCO, Aug 2012, Bucharest, Romania. pp.1464-1468. ⟨hal-00731828⟩
François Roueff. Some recent results fornon-linear processes with long range dependence. IWAP 2012 (workshop), Aug 2012, Jerusalem, Israel. ⟨hal-02286371⟩
Tatjana Lange, Karl Mosler, Pavlo Mozharovskyi. DDα-classification of asymmetric and fat-tailed data. Data Analysis, Machine Learning and Knowledge Discovery, Aug 2012, Hildesheim, Germany. ⟨hal-03189251⟩
Manuel Moussallam, Gael Richard, Laurent Daudet. AUDIO SOURCE SEPARATION INFORMED BY REDUNDANCY WITH GREEDY MULTISCALE DECOMPOSITIONS. European Signal Processing Conference, Aug 2012, Bucarest, Romania. pp.2644-2648. ⟨hal-00735234⟩
Messaoud Thameri, Karim Abed-Meraim, Youcef Begriche. Exact Cramer Rao Bound for near field source localization. 11th International Conference on Information Science, Signal Processing and their Applications (ISSPA), Jul 2012, Montreal, Canada. ⟨hal-02286643⟩
Michelle Horta, H. Sportouche, Florence Tupin, Nicolas Seichepine, J. M. Nicolas, et al.. Change detection in multi-temporal HR SAR images: a hypothesis test-based approach. IGARSS, Jul 2012, Munich, Germany. ⟨hal-02288335⟩
T. Fillon, J. Prado. A flexible multi-resolution time-frequency analysis framework for audio signals. 11th International Conference on Information Science, Signal Processing and their Applications (ISSPA), Jul 2012, Montreal, Canada. pp.1124-1129, ⟨10.1109/ISSPA.2012.6310459⟩. ⟨hal-00782297⟩
Mounira Maazaoui, Karim Abed-Meraim, Yves Grenier. Adaptive blind source separation with HRTFs beamforming preprocessing and varying number of sources. The seventh IEEE Sensor Array and Multichannel Signal Processing Workshop, Jun 2012, New Jersey, United States. ⟨hal-02286271⟩
Gersende Fort. Adaptive Equi-Energy samplers. ISBA, Jun 2012, Kyoto, Japan. ⟨hal-02288330⟩
Benjamin Elie, Marthe Curtit, Bertrand David, François Gautier. Analysis of mechanical admittance of violins in the mid- frequency range. Acoustics 2012, Apr 2012, Nantes, France. ⟨hal-00811083⟩
Emilie Kaufmann, Olivier Cappé, Aurélien Garivier. On Bayesian Upper Confidence Bounds for Bandit Problems. International Conference on Artificial Intelligence and Statistics (AISTAT), Apr 2012, La Palma, Iles Canaries, Spain. pp.592-600. ⟨hal-02286440⟩
Gersende Fort. Stochastic Approximation-based adaptation for Interacting MCMC. Workshop "Advances in Markov chain Monte Carlo", Apr 2012, Edimburgh, United Kingdom. ⟨hal-02286354⟩
Edgard Chammas, Chafic Mokbel, R. Al-Hajj Mohamed, Cristina Oprean, Laurence Likforman-Sulem, et al.. Reducing Language Barriers for Tourists Using Handwriting Recognition Enabled Mobile Application. ACTEA'12, Apr 2012, Beyrouth, Lebanon. ⟨hal-02411945⟩
Maurice Charbit, Elsa D. Angelini, Stéphane Audiere. Maximum-likelihood estimation of Young's modulus in transient elastography with unknown line-of-sight orientation. IEEE International Symposium on Biomedical Imaging (ISBI), Apr 2012, Barcelona, Spain. pp.1108-1111. ⟨hal-02286296⟩
Maurice Charbit, Pierre Gaillard, Alexis Le Pichon. Evaluating the performance of infrasound detectors. EGU, Apr 2012, Vienne, Austria. ⟨hal-02288321⟩
Maurice Charbit, Karim Abed-Meraim, G. Blanchet, Alexis Le Pichon, Y. Cansi. OLS vs WLS for DOA Estimation Based on TDOA Estimates: Application to Infrasonic Signals. EGU, Apr 2012, Vienne, Austria. ⟨hal-02286311⟩
Maksim Khadkevich, Thomas Fillon, Gael Richard, Maurizio Omologo. A probabilistic approach to simultaneous extraction of beats and downbeats. ICASSP 2012 - 2012 IEEE International Conference on Acoustics, Speech and Signal Processing, Mar 2012, Kyoto, France. pp.445-448, ⟨10.1109/ICASSP.2012.6287912⟩. ⟨hal-02713776⟩
Sylvain Le Corff, Gersende Fort, Eric Moulines. New Online EM algorithms for general Hidden Markov Models. Application to the SLAM problem. LVA-ICA, Mar 2012, Tel-Aviv, Israel. ⟨hal-02286254⟩
Gersende Fort, Eric Moulines. Parallel Tempering and Interacting Algorithms. Workshop "Challenges and Advances in High Dimensional and High Complexity Monte Carlo Computation and Theory", Mar 2012, Calgary, Canada. ⟨hal-02286355⟩
Manuel Moussallam, Laurent Daudet, Gael Richard. Random time-frequency Subdictionary design for sparse representation with greedy algorithms. ICASSP, Mar 2012, Kyoto, Japan. pp.3577-3580. ⟨hal-00696187⟩
Slim Essid. A SINGLE-CLASS SVM BASED ALGORITHM FOR COMPUTING AN IDENTIFIABLE NMF. IEEE International Conference on Acoustics, Speech and Signal Processing, Mar 2012, Kyoto, Japan. ⟨hal-02278688⟩
Dana Lahat, Jean-François Cardoso, Hagit Messer. Joint block diagonalization algorithms for optimal separation of multidimensional components. Latent variable analysis and signal separation, Mar 2012, Tel Aviv, Israel. pp.155-162, ⟨10.1007/978-3-642-28551-6_20⟩. ⟨hal-02286752⟩
Slim Essid, Dimitrios Alexiadis, Robin Tournemenne, Marc Gowing, Philip Kelly, et al.. AN ADVANCED VIRTUAL DANCE PERFORMANCE EVALUATOR. IEEE International Conference on Acoustics, Speech and Signal Processing, Mar 2012, Kyoto, Japan. ⟨hal-02288313⟩
Stéphan Clémençon, Nicolas Baskiotis, Nicolas Usunier. Calibrating SVMs with V-fold penalization. Neural Information Processing Systems workshop on New Frontiers in Model Order Selection, Dec 2011, Sierra Nevada, Spain. ⟨hal-01288139⟩
Ban Zheng. Price jump prediction in limit order book. Quantitative Methods in Finance, Dec 2011, Sydney, Australia. ⟨hal-02286454⟩
Slim Essid, Yves Grenier, Mounira Maazaoui, Gael Richard, Robin Tournemenne. An audio-driven virtual dance-teaching assistant. the 19th ACM international conference, Nov 2011, Scottsdale, France. pp.675, ⟨10.1145/2072298.2072416⟩. ⟨hal-02713825⟩
Marc Gowing, Xinyu Lin, Qianni Zhang, Philip Kell, Noel O'Connor, et al.. Enhanced visualisation of dance performance from automatically synchronised multimodal recordings. The 19th ACM international conference, Nov 2011, Scottsdale, France. pp.667, ⟨10.1145/2072298.2072414⟩. ⟨hal-02943617⟩
Slim Essid, Xinyu Lin, Marc Gowing, Georgios Kordelas, Anil Aksay, et al.. A multimodal dance corpus for research into real-time interaction between humans in online virtual environments. ICMI WORKSHOP ON MULTIMODAL CORPORA FOR MACHINE LEARNING, Nov 2011, Alicante, Spain. ⟨hal-02278689⟩
Cyril Joder, Slim Essid, Gael Richard. Optimizing the mapping from a symbolic to an audio representation for music-to-score alignment. 2011 IEEE Workshop on Applications of Signal Processing to Audio and Acoustics (WASPAA), Oct 2011, New Paltz, France. pp.121-124, ⟨10.1109/ASPAA.2011.6082330⟩. ⟨hal-02943613⟩
Stéphan Clémençon, Romaric Gaudel, Jérémie Jakubowicz. Clustering Rankings in the Fourier Domain. ECML - European Conference on Machine Learning - 2011, Sep 2011, Athènes, Greece. pp.343-358, ⟨10.1007/978-3-642-23780-5_32⟩. ⟨hal-00741210⟩
Felix Weninger, Jean-Louis Durrieu, Florian Eyben, Gael Richard, Björn Schuller. Combining monaural source separation with Long Short-Term Memory for increased robustness in vocalist gender recognition. ICASSP 2011 - 2011 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), May 2011, Prague, France. pp.2196-2199, ⟨10.1109/ICASSP.2011.5946764⟩. ⟨hal-02714095⟩
Cyril Joder, Slim Essid, Gael Richard. Hidden Discrete Tempo Model: A tempo-aware timing model for audio-to-score alignment. ICASSP 2011 - 2011 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), May 2011, Prague, France. pp.397-400, ⟨10.1109/ICASSP.2011.5946424⟩. ⟨hal-02714059⟩
Stéphan Clémençon. Recent Advances in Ranking. Learning Theory - State of the Art (SMF), May 2011, Paris, France. ⟨hal-02286649⟩
Sébastien Gulluni, Slim Essid, Olivier Buisson, Gael Richard. Interactive Classification of Sound Objects for Polyphonic Electro-Acoustic Music Annotation. AES Conference, 2011, Ilmenau, Germany. ⟨hal-02713989⟩
Sébastien Gulluni, Slim Essid, Olivier Buisson, Gael Richard. AN INTERACTIVE SYSTEM FOR ELECTRO-ACOUSTIC MUSIC ANALYSIS. ISMIR, 2011, Miami, United States. ⟨hal-02713906⟩
Manuel Moussallam, Thomas Fillon, Gael Richard, Laurent Daudet. How sparsely can a signal be approximated while keeping its class identity?. 3rd international workshop, Oct 2010, Firenze, France. pp.25, ⟨10.1145/1878003.1878012⟩. ⟨hal-02747610⟩
Cyril Joder, Slim Essid, Gael Richard. A conditional random field viewpoint of symbolic audio-to-score matching. the international conference, Oct 2010, Firenze, France. pp.871, ⟨10.1145/1873951.1874100⟩. ⟨hal-02747590⟩
Cyril Joder, Slim Essid, Gael Richard. Approche hiérarchique pour un alignement musique-sur-partition efficace. Compression et Représentation des Signaux Audiovisuels (CORESA), Oct 2010, Lyon, France. ⟨hal-02943620⟩
Eleni Diamanti, Romain Alleaume, Anthony Leverrier, François Roueff, N. Lutkenhaus, et al.. Quantum cryptography and network security. Updating Quantum Cryptography and Communications Conference (UQCC), Oct 2010, Tokyo, Japan. ⟨hal-02288358⟩
Vallet Félicien, Slim Essid, Jean Carrive, Gaël Richard. Descripteurs visuels robustes pour l'identification de locuteurs dans des émissions televisées de talk-shows. Compression et Représentation des Signaux Audiovisuels (CORESA), Oct 2010, Lyon, France. ⟨hal-02943621⟩
Félicien Vallet, Slim Essid, Jean Carrive, Gael Richard. Robust visual features for the multimodal identification of unregistered speakers in TV talk-shows. 2010 17th IEEE International Conference on Image Processing (ICIP 2010), Sep 2010, Hong Kong, France. pp.1469-1472, ⟨10.1109/ICIP.2010.5653393⟩. ⟨hal-02747558⟩
N. Sabater, J.-M. Morel, Andrés Almansa, G. Blanchet. Discarding moving objects in quasi-simultaneous stereovision. (ICIP 2010) 17th IEEE International Conference on Image Processing, Sep 2010, Hong Kong, China. pp.2957 - 2960, ⟨10.1109/ICIP.2010.5653500⟩. ⟨hal-02411871⟩
Elsa Dupraz, Gael Richard. Robust frequency-based Audio Fingerprinting. 2010 IEEE International Conference on Acoustics, Speech and Signal Processing, ICASSP 2010, Mar 2010, Dallas, France. pp.281-284, ⟨10.1109/ICASSP.2010.5495944⟩. ⟨hal-02747744⟩
Cyril Joder, Slim Essid, Gael Richard. A comparative study of tonal acoustic features for a symbolic level music-to-score alignment. 2010 IEEE International Conference on Acoustics, Speech and Signal Processing, ICASSP 2010, Mar 2010, Dallas, France. pp.409-412, ⟨10.1109/ICASSP.2010.5495784⟩. ⟨hal-02747785⟩
Benoît Mathieu, Slim Essid, Thomas Fillon, Jacques Prado, Gael Richard. YAAFE, AN EASY TO USE AND EFFICIENT AUDIO FEATURE EXTRACTION SOFTWARE. ISMIR, 2010, Utrecht, Netherlands. ⟨hal-02747689⟩
Cyril Joder, Slim Essid, Gael Richard. AN IMPROVED HIERARCHICAL APPROACH FOR MUSIC-TO-SYMBOLIC SCORE ALIGNMENT. ISMIR, 2010, Utrecht, Netherlands. ⟨hal-02747659⟩
Simon Bozonnet, Félicien Vallet, Nicholas Evans, Slim Essid, Gael Richard, et al.. A MULTIMODAL APPROACH TO INITIALISATION FOR TOP-DOWN SPEAKER DIARIZATION OF TELEVISION SHOWS. Eusipco, 2010, aalborg, Denmark. ⟨hal-02747730⟩
Stéphan Clémençon, Nicolas Vayatis. Adaptive Estimation of the Optimal ROC Curve and a Bipartite Ranking Algorithm. 20th International Conference, ALT 2009, Oct 2009, Porto, Portugal. pp.216-231, ⟨10.1007/978-3-642-04414-4_20⟩. ⟨hal-02107252⟩
Sébastien Gulluni, Slim Essid, Olivier Buisson, Gael Richard. Interactive Segmentation of Electro-Acoustic Music. 2nd International Workshop on Machine Learning and Music (MML - ECML - PKDD), Sep 2009, Bled, Slovenia. ⟨hal-02943665⟩
Cyril Joder, Slim Essid, Gaël Richard. Étude des descripteurs acoustiques pour l'alignement temporel audio-sur-partition musicale. GRETSI, Sep 2009, Dijon, France. ⟨hal-02943624⟩
Stéphan Clémençon, Nicolas Vayatis. Nonparametric estimation of the precision-recall curve. The 26th Annual International Conference on Machine Learning, Jun 2009, Montreal, Canada. pp.185-192, ⟨10.1145/1553374.1553398⟩. ⟨hal-02107240⟩
M. Lardeur, S. Essid, Gael Richard, M. Haller, T. Sikora. Incorporating prior knowledge on the digital media creation process into audio classifiers. ICASSP 2009 - 2009 IEEE International Conference on Acoustics, Speech and Signal Processing, Apr 2009, Taipei, France. pp.1653-1656, ⟨10.1109/ICASSP.2009.4959918⟩. ⟨hal-03117240⟩
M. Lardeur, Slim Essid, Guy Richard, M. Haller, T. Sikora. Incorporating prior knowledge on the digital media creation process into audio classifiers. ICASSP 2009 - 2009 IEEE International Conference on Acoustics, Speech and Signal Processing, Apr 2009, Taipei, France. pp.1653-1656, ⟨10.1109/ICASSP.2009.4959918⟩. ⟨hal-02943669⟩
Jean-Louis Durrieu, Gael Richard, David Bertrand. An iterative approach to monaural musical mixture de-soloing. ICASSP 2009 - 2009 IEEE International Conference on Acoustics, Speech and Signal Processing, Apr 2009, Taipei, France. pp.105-108, ⟨10.1109/ICASSP.2009.4959531⟩. ⟨hal-03117236⟩
Mathieu Ramona, Gael Richard. Comparison of different strategies for a SVM-based audio segmentation. European Conference on Signal Processing (EUSIPCO), 2009, Glasgow, United Kingdom. ⟨hal-03117109⟩
Jan Weil, J.-L Durrieu, Gael Richard, Thomas Sikora. AUTOMATIC GENERATION OF LEAD SHEETS FROM POLYPHONIC MUSIC SIGNALS. International Conference on Music Information Retrieval (ISMIR), 2009, Kobe, Japan. ⟨hal-03117232⟩
Cyril Joder, Slim Essid, Gael Richard. Étude des descripteurs acoustiques pour l'alignement temporel audio-sur-partition musicale. Colloque GRETSI, 2009, dijon, France. ⟨hal-03117111⟩
Jean-Louis Durrieu, Alexey Ozerov, Cédric Févotte, Gael Richard, David Bertrand. Main Instrument Separation from Stereophonic Audio Signals using a Source/Filter Model. European Conference on Signal Processing (EUSIPCO), 2009, Glasgow, United Kingdom. ⟨hal-03117107⟩
Stéphan Clémençon, Nicolas Vayatis. Empirical performance maximization for linear rank statistics. NIPS'08: Proceedings of the 21st International Conference on Neural Information Processing Systems, Dec 2008, Vancouver (Canada), Canada. ⟨hal-02107196⟩
Stéphan Clémençon, Nicolas Vayatis. Approximation of the Optimal ROC Curve and a Tree-Based Ranking Algorithm. Algorithmic Learning Theory, 19th International Conference, ALT 2008, Oct 2008, Budapest, Hungary. pp.22-37, ⟨10.1007/978-3-540-87987-9_7⟩. ⟨hal-02107171⟩
Cyril Joder, Slim Essid, Gaël Richard. ALIGNMENT KERNELS FOR AUDIO CLASSIFICATION WITH APPLICATION TO MUSIC INSTRUMENT RECOGNITION. 16th European Signal Processing Conference, Aug 2008, Lausanne, Switzerland. ⟨hal-02943674⟩
S Wegener, M Haller, J J Burred, T Sikora, Slim Essid, et al.. ON THE ROBUSTNESS OF AUDIO FEATURES FOR MUSICAL INSTRUMENT CLASSIFICATION. 16th European Signal Processing Conference, Aug 2008, Lausanne, Switzerland. ⟨hal-02943672⟩
Stéphan Clémençon. Extreme Value Statistics for Markov Chains. Statistics for Dependent Data, May 2008, Malakoff, France. ⟨hal-02288368⟩
Stéphan Clémençon. A stochastic epidemic model with contact-tracing. XII-th Congress in Operations Research, Feb 2008, La Havane, Cuba. ⟨hal-02286647⟩
Mathieu Ramona, Gael Richard. Segmentation parole/musique par Machinesà Vecteurs de Support. Journées d'Etude de la Parole (JEP), 2008, Avignon, France. ⟨hal-03153896⟩
Emmanuel Ravelli, Gael Richard, Laurent Daudet. FAST MIR IN A SPARSE TRANSFORM DOMAIN. International Society for Music Information Retrieval Conference (ISMIR), 2008, Philadelphia, United States. ⟨hal-03153889⟩
Emmanuel Ravelli, Gael Richard, Laurent Daudet. MATCHING PURSUIT IN ADAPTIVE DICTIONARIES FOR SCALABLE AUDIO CODING. European Conference on Signal Processing (EUSIPCO), 2008, Lausanne, Switzerland. ⟨hal-03153893⟩
Gael Richard, Pierre Leveau, Laurent Daudet, Slim Essid, Bertrand David. TOWARDS POLYPHONIC MUSICAL INSTRUMENTS RECOGNITION. 19th INTERNATIONAL CONGRESS ON ACOUSTICS, Sep 2007, Madrid, Spain. ⟨hal-02943678⟩
Gael Richard, Mathieu Ramona, Slim Essid. Combined Supervised and Unsupervised Approaches for Automatic Segmentation of Radiophonic Audio Streams. 2007 IEEE International Conference on Acoustics, Speech, and Signal Processing, Apr 2007, Honolulu, France. pp.II-461-II-464, ⟨10.1109/ICASSP.2007.366272⟩. ⟨hal-02943676⟩
Chloé Clavel, L. Devillers, Gael Richard, I. Vasilescu, T. Ehrette. Detection and Analysis of Abnormal Situations Through Fear-Type Acoustic Manifestations. 2007 IEEE International Conference on Acoustics, Speech, and Signal Processing, Apr 2007, Honolulu, United States. pp.IV-21-IV-24, ⟨10.1109/ICASSP.2007.367153⟩. ⟨hal-03153906⟩
Kevin Mcguinness, Olivier Gillet, Noel E O'Connor, Gael Richard. VISUAL ANALYSIS FOR DRUM SEQUENCE TRANSCRIPTION. European Signal Processing Conference (Eusipco), 2007, Poznan, Poland. ⟨hal-03153911⟩
Emmanuel Ravelli, Gael Richard, Laurent Daudet. Extending fine-grain scalable audio coding to very low bitrates using overcomplete dictionaries. IEEE Workshop on Applications of Signal Processing to Audio and Acoustics (WASPAA), 2007, New Paltz, United States. ⟨hal-03153899⟩
Olivier Gillet, Gael Richard. SUPERVISED AND UNSUPERVISED SEQUENCE MODELLING FOR DRUM TRANSCRIPTION. International Conference on Music Information Retrieval (ISMIR), 2007, Vienna, Austria. ⟨hal-03153898⟩
Olivier Gillet, Gael Richard. ENST-Drums: an extensive audio-visual database for drum signals processing. International Society for Music Information Retrieval Conference (ISMIR), Oct 2006, Victoria, Canada. ⟨hal-03103777⟩
Chloé Clavel, Ioana Vasilescu, Laurence Devillers, Gael Richard, Thibaut Ehrette, et al.. The SAFE Corpus: illustrating extreme emotions in dynamic situations. LREC Workshop on Corpora for Research on Emotion and Affect, May 2006, Genoa, Italy. ⟨hal-03153931⟩
Chloé Clavel, Ioana Vasilescu, Gael Richard, Laurence Devillers. Voiced and Unvoiced Content of fear-type emotions in the SAFE Corpus. Speech Prosody, 2006, Dresden, Germany. ⟨hal-03153935⟩
Michaël Betser, Patrice Collen, Gael Richard, David Bertrand. Review and Discussion on Classical STFT-Based Frequency Estimators. International Convention of the Audio Engineering Society (AES), 2006, Paris, France. ⟨hal-03153916⟩
Michaël Betser, Patrice Collen, Gael Richard. FREQUENCY ESTIMATION BASED ON ADJACENT DFT BINS. European Signal Processing Conference (EUSIPCO, 2006, Florence, Italy. ⟨hal-03153920⟩
Chloé Clavel, Ioana Vasilescu, Laurence Devillers, Thibaut Ehrette, Gael Richard. Fear-type emotions of the SAFE Corpus: annotation issues. LREC, 2006, genoa, Italy. ⟨hal-03153913⟩
O. Gillet, Gael Richard. Comparing Audio and Video Segmentations for Music Videos Indexing. IEEE International Conference on Acoustics Speed and Signal Processing, 2006, Toulouse, France. pp.V-21-V-24, ⟨10.1109/ICASSP.2006.1661202⟩. ⟨hal-03153923⟩
Slim Essid, Guy Richard, B. David. Instrument recognition in polyphonic music. (ICASSP '05). IEEE International Conference on Acoustics, Speech, and Signal Processing, 2005., Mar 2005, Philadelphia, United States. pp.245-248, ⟨10.1109/ICASSP.2005.1415692⟩. ⟨hal-02946873⟩
Slim Essid, Gael Richard, Bertrand David. MUSICAL INSTRUMENT RECOGNITION BASED ON CLASS PAIRWISE FEATURE SELECTION. International Conference on Music Information Retrieval (ISMIR), Oct 2004, Barcelona, Spain. ⟨hal-02946907⟩
Slim Essid, Gaël Richard, Bertrand David. MUSICAL INSTRUMENT RECOGNITION ON SOLO PERFORMANCES. European Signal Processing Conference (EUSIPCO, Sep 2004, Vienna, Austria. ⟨hal-02946903⟩
Slim Essid, Gael Richard, Bertrand David. Efficient musical instrument recognition on solo performance music using basic features. AES 25th conference, Jun 2004, London, United Kingdom. ⟨hal-02946911⟩
Remy Boyer, Slim Essid, Karim Abed-Meraim, Nicolas Moreau. Modèles Sinusoïdaux Étendus pour le Codage Audio. Dix-neuvième colloque sur le Traitement du Signal et des Images, Sep 2003, Paris, France. ⟨hal-02946917⟩
Remy Boyer, Slim Essid, Nicolas Moreau. Exploration de techniques modernes de modélisation adaptées à du codage audio bas-débit. 7èmes Journées d'Etudes et d'Echanges : Compression et Représentation des Signaux Audiovisuels (CORESA), Oct 2001, Dijon, France. ⟨hal-02946929⟩

Poster de conférence4 document

Tanvi Dinkar, Beatrice Biancardi, Chloé Clavel. From local hesitations to global impressions of a speaker's feeling of knowing. 25th Workshop on the Semantics and Pragmatics of Dialogue, Sep 2021, Potsdam, Germany. Proceedings of the 25th Workshop on the Semantics and Pragmatics of Dialogue. ⟨hal-03577249⟩
Lucien Maman, Giovanna Varni. GRACE : Un projet portant sur l'étude automatique de la cohésion dans les petits groupes d'humains. Workshop sur les Affects, Compagnons artificiels et Interactions, Jun 2020, Saint Pierre d'Oléron, France. ⟨hal-02933474⟩
Celine Brouard, Florence d'Alché-Buc, Juho Rousu. Improved small molecule identification through learning combinations of kernel regression models. Journée Régionale de Bioinformatique et Biostatistique, Génopole Toulouse, Oct 2019, Auzeville, France. 2019. ⟨hal-02786616⟩
Giorgia Cantisani, Slim Essid, Gael Richard. Multimodal Music Recording Remastering. DMRN+13: Digital Music Research Network One-day Workshop 2018, Dec 2018, London, United Kingdom. ⟨hal-03187638⟩

Proceedings/Recueil des communications12 document

Myrto Limnios, Stéphan Clémençon. On Ranking-based Tests of Independence. International Conference on Artificial Intelligence and Statistics, 2024. ⟨hal-04500114⟩
Quang Huy Tran, Hicham Janati, Nicolas Courty, Rémi Flamary, Ievgen Redko, et al.. Unbalanced CO-Optimal Transport. Thirty-Seventh AAAI Conference on Artificial Intelligence, Proceedings of the AAAI Conference on Artificial Intelligence, 37 (8), pp.10006-10016, 2023, ⟨10.1609/aaai.v37i8.26193⟩. ⟨hal-04390005⟩
Cristina Butucea, Yann Issartel. Locally differentially private estimation of nonlinear functionals of discrete distributions. NeurIPS 2021 : Thirty-fifth Annual Conference on Neural Information Processing Systems, Advances in Neural Information Processing Systems, 2023. ⟨hal-04579264⟩
Ekhine Irurozki, Stéphan Clémençon. Universal aggregation of permutations. Proceedings of DA2PL 2022 : From Multiple-Criteria Decision Aid to Preference Learning, 2022. ⟨hal-03972357⟩
Mathieu Lagrange, Annamaria Mesaros, Thomas Pellegrini, Gael Richard, Romain Serizel, et al.. Proceedings of the 7th Workshop on Detection and Classification of Acoustic Scenes and Events (DCASE 2022). Tampere University, pp.1-225, 2022, 978-952-03-2677-7. ⟨hal-03850901⟩
Corentin Larroche, Johan Mazel, Stephan Clémençon. Anomalous Cluster Detection in Large Networks with Diffusion-Percolation Testing. ESANN 2021 : European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning., pp.1-6, 2021. ⟨hal-03363228⟩
François de Vieilleville, Stéphane May, Adrien Lagrange, A Dupuis, Rosa Ruiloba, et al.. Actes de la conférence CAID 2020. 2021. ⟨hal-03206297⟩
Hanna M. Wallach, Hugo Larochelle, Alina Beygelzimer, Florence d'Alché-Buc, Emily B. Fox, et al.. Advances in Neural Information Processing Systems 32 (NeurIPS 2019). 2020. ⟨hal-03888793⟩
Safa Boudabous, Julian Garbiso, Bertrand Leroy, Stéphan Clémençon, Houda Labiod. Traffic Analysis Based on Bluetooth Passive Scanning. IEEE; IEEE, pp.1-6, 2019, ⟨10.1109/VTCSpring.2019.8746452⟩. ⟨hal-02348262⟩
Hamid Jalalzai, Stéphan Clémençon, Anne Sabourin. On Binary Classification in Extreme Regions. 2018. ⟨hal-01932813⟩
Albert Thomas, Vincent Feuillard, Alexandre Gramfort, Stéphan Clémençon. Learning Hyperparameters for Unsupervised Anomaly Detection.. 2016. ⟨hal-02287367⟩
Nicolas Goix, Anne Sabourin, Stéphan Clémençon. Learning the dependence structure of rare events: a non-asymptotic study. 40, pp.1 - 18, 2015. ⟨hal-02107454⟩

N°spécial de revue/special issue1 document

Mélanie Gornet, Claude Kirchner, Catherine Tessier. Operational Fairness for Facial Authentication Systems. ERCIM News, 2022. ⟨hal-03837716⟩

Ouvrages (y compris édition critique et traduction)3 document

Emmanuel Adam, Thomas Guyet, Benoit Le Blanc, Dominique Longin, Zied Bouraoui, et al.. Conférence Nationale d’Intelligence Artificielle Année 2023. Association Française pour l'Intelligence Artificielle, 2023. ⟨hal-04310171v2⟩
Patrice Bertail, Gabriela Ciołek, Stéphan Clémençon (Dir.). Generalization Bounds for Minimum Volume Set Estimation based on Markovian Data, ISAIM, International Symposium on Artificial Intelligence and Mathematics proceedings, 1-7. 2018. ⟨hal-01738026⟩
Maurice Charbit, G. Blanchet. Digital Signal and Image Processing using MATLAB, Vol. 1. ISTE-WILEY, pp.501, 2014. ⟨hal-02287067⟩

Chapitres d'ouvrage22 document

Ekhine Irurozki, Aritz Perez, Jesus Lobo, Javier del Ser. Rank Aggregation for Non-stationary Data Streams. Machine Learning and Knowledge Discovery in Databases. Research Track, pp.297-313, 2021, ⟨10.1007/978-3-030-86523-8_18⟩. ⟨hal-03353591⟩
Geoffroy Peeters, Gael Richard. Deep Learning for Audio and Music. Multi-faceted Deep Learning: Models and Data, Springer, 2021. ⟨hal-03153938⟩
Geoffroy Peeters. The Deep Learning Revolution in MIR: The Pros and Cons, the Needs and the Challenges 2021. Perception, Representations, Image, Sound, Music, 2021. ⟨hal-03154524⟩
Gennaro Cordasco, Filomena Scibelli, Marcos Faundez-Zanuy, Laurence Likforman-Sulem, Anna Esposito. Handwriting and Drawing Features for Detecting Negative Moods. Quantifying and Processing Biomedical and Behavioral Signals, 103, Springer International Publishing, pp.73-86, 2019, Smart Innovation, Systems and Technologies, ⟨10.1007/978-3-319-95095-2_7⟩. ⟨hal-04277476⟩
Bryan Pardo, Antoine Liutkus, Zhiyao Duan, Gael Richard. Applying source separation to music. Audio Source Separation and Speech Enhancement, Chapter 16, Wiley, 2018, 978-1-119-27989-1. ⟨10.1002/9781119279860.ch16⟩. ⟨hal-01945320⟩
Roland Badeau, Tuomas Virtanen. Nonnegative Matrix Factorization. Audio Source Separation and Speech Enhancement, Wiley, pp.131-160, 2018. ⟨hal-02288070⟩
Slim Essid, Sanjeel Parekh, Ngoc Q. K. Duong, Romain Serizel, Alexey Ozerov, et al.. Multiview Approaches to Event Detection and Scene Analysis. Computational Analysis of Sound Scenes and Events, Springer International Publishing AG, 2017. ⟨hal-02287697⟩
Romain Serizel, Victor Bisot, Slim Essid, Gael Richard. Acoustic Features for Environmental Sound Analysis. Tuomas Virtanen; Mark D. Plumbley; Dan Ellis. Computational Analysis of Sound Scenes and Events, Springer International Publishing AG, pp.71-101, 2017, 978-3-319-63449-4. ⟨10.1007/978-3-319-63450-0_4⟩. ⟨hal-01575619⟩
Slim Essid, Sanjeel Parekh, Ngoc Q. K. Duong, Romain Serizel, Alexey Ozerov, et al.. Multiview approaches to event detection and scene analysis. Tuomas Virtanen; Mark D. Plumbley; Dan Ellis. Computational Analysis of Sound Scenes and Events, Springer, pp.243-276, 2017, 978-3319634494. ⟨10.1007/978-3-319-63450-0_9⟩. ⟨hal-01620341⟩
Olivier Fercoq, Peter Richtárik. Optimization in High Dimensions via Accelerated, Parallel and Proximal Coordinate Descent. SIAM Review, SIAM, 2016. ⟨hal-02287359⟩
Chloé Clavel, Angelo Cafaro, Sabrina Campano, C. Pelachaud. Fostering user engagement in face-to-face human-agent interactions: a survey.. Toward Robotic Socially Believable Behaving Systems-Volume II, Springer International Publishing, pp.93-120, 2016. ⟨hal-02287405⟩
Charanpal Dhanjal, Sandrine Blanchemanche, Stéphan Clémençon, Akos Rona-Tas, Fabrice Rossi. Dissemination of Health Information within Social Networks. Vedres, Balázs and Scotti, Marco. Networks in Social Policy Problems, Cambridge University Press, pp.15-46, 2012, 9781107009837. ⟨hal-00753217⟩
Slim Essid, Gael Richard. Fusion of Multimodal Information in Music Content Analysis. Multimodal Music Processing, Dagstuhl Follow-Ups,, Schloss Dagstuhl--Leibniz-Zentrum fuer Informatik,, 2012. ⟨hal-02653102⟩
Gilles Adda, Gérard Chollet, Slim Essid, Thomas Fillon, Martine Garnier-Rizet, et al.. Traitement des modalités "audio" et "parole". Marine Campedel et Pierre Hoogstel. Sémantique et multimodalité en analyse de l'information, Hermes/Lavoisier, 2011, 978-2-7462-3139-9. ⟨hal-02943616⟩
Rachid Benmokhtar, Huet Benoit, Gael Richard, Thierry Declerck, Slim Essid. Feature Extraction for Multimedia Analysis. Multimedia Semantics: Metadata, Analysis and Interaction, Wiley, 2011. ⟨hal-02653016⟩
Slim Essid, Marine Campedel, Gael Richard, Tomas Piatrik, Rachid Benmokhtar, et al.. Machine Learning Techniques for Multimedia Analysis. Multimedia Semantics: Metadata, Analysis and Interaction, 2011. ⟨hal-02943615⟩
Félicien Vallet, Slim Essid, Jean Carrive, Gael Richard. High-level TV talk show structuring centered on speakers' interventions. TV Content Analysis: Techniques and Applications, CRC Press, Taylor Francis LLC, 2011. ⟨hal-02653090⟩
Chloé Clavel, Gael Richard. Reconnaissance acoustique des émotions. Systèmes d’Interaction Emotionnelle, Hermes, 2010. ⟨hal-02652866⟩
Stéphan Clémençon, Jérémie Jakubowicz. Kantorovich Distances between Rankings with Applications to Rank Aggregation. Kantorovich Distances between Rankings with Applications to Rank Aggregation, Springer, pp.248-263, 2010, ECML PKDD 2010: Machine Learning and Knowledge Discovery in Databases, ⟨10.1007/978-3-642-15880-3_22⟩. ⟨hal-02107286⟩
Pascal Chevalier, Jean-François Cardoso. Chapitre 19 - Goniométrie après Identification Aveugle des Vecteurs Directeurs. Les Méthodes à Haute Résolution - Traitement d'Antenne et Analyse Spectrale, Dir. S. Marcos, Ed. Hermès, 783 p., 1998. ⟨hal-02471882⟩
Jean-François Cardoso, Pascal Chevalier. Chapitre 20 - Goniométrie aux ordres supérieurs. Les Méthodes à Haute Résolution - Traitement d'Antenne et Analyse Spectrale, Dir. S. Marcos, Ed. Hermès, 783 p., 1998. ⟨hal-02471881⟩
Gael Richard, Christophe d'Alessandro. Modification of the aperiodic component of speech signals for synthesis. Progress in Text-To-Speech synthesis, 1997. ⟨hal-02652518⟩

Brevets17 document

Enguerrand Gentet, Sebastien Denjean, Vincent Roussarie, David Bertrand, Gael Richard. Conversion de la parole par apprentissage statistique avec modélisation complexe des modifications temporelles. France, N° de brevet: FR3106691. 2021. ⟨hal-03413450⟩
Sanjeel Parekh, Alexey Ozerov, Quang-Khanh-Ngoc Duong, Gael Richard, Slim Essid, et al.. Procédé de traitement d'un signal audio et dispositif électronique correspondant, produit-programme lisible par ordinateur non transitoire et support d'informations lisible par ordinateur. France, Patent n° : EP3392882 A1. 2018. ⟨hal-02651234⟩
Quang-Khanh-Ngoc Duong, Alexey Ozerov, Sanjeel Parekh, Slim Essid, Gael Richard, et al.. Procédé de classification et de localisation d'événements audiovisuels et appareil correspondant, produit-programme lisible par ordinateur et support d'informations lisible par ordinateur. France, Patent n° : EP3540634. 2018. ⟨hal-02651256⟩
Tahar Nabil, Jean-Marc Jicquel, Alexandre Girard, François Roueff. Estimation d'un circuit électrique équivalent, à résistances et capacités thermiques, d'un bâtiment pour le contrôle optimal du chauffage du bâtiment. France, N° de brevet: EP3508996 A1. 2018, https://permalink.orbit.com/RenderStaticFirstPage?XPN=S5GmjW98%252BeXWqxLm4QBXD3fDUqlXTJ5uwQdFuycu4uk%3D%26n%3D1&id=0&base=FAMPAT. ⟨hal-04200219⟩
Tahar Nabil, Jean-Marc Jicquel, Alexandre Girard, François Roueff. Procédé et dispositif de détermination indirecte d'un flux solaire incident. France, N° de brevet: EP3460534 B1. 2017, https://permalink.orbit.com/RenderStaticFirstPage?XPN=QOanRZ3izCL4%252BC%252F5M6pym3fDUqlXTJ5uwQdFuycu4uk%3D%26n%3D1&id=0&base=FAMPAT. ⟨hal-04200222⟩
Arthur Belhomme, Roland Badeau, Yves Grenier, Eric Humbert. Procédé et dispositif pour estimer un signal déréverbéré. France, N° de brevet: FR1751073. ABE-17. 2017, pp.28. ⟨hal-02287693⟩
Arthur Belhomme, Roland Badeau, Yves Grenier, Eric Humbert. Procédé et dispositif pour estimer la réverbération acoustique. France, N° de brevet: PCT/FR2016/053034. ABE:16. 2016, pp.20. ⟨hal-02287692⟩
Tahar Nabil, Jean-Marc Jicquel, Alexandre Girard, François Roueff. Système et procédé d'estimation du comportement thermique d'un bâtiment, pour un contrôle optimal de chauffage. France, Patent n° : EP3291033 B1. 2016, https://permalink.orbit.com/RenderStaticFirstPage?XPN=D60zzGfnof%252BeccOAsqvWAnfDUqlXTJ5uwQdFuycu4uk%3D%26n%3D1&id=0&base=FAMPAT. ⟨hal-04200228⟩
Nicolás López, Yves Grenier, Gael Richard. Procédé de suppression de la réverbération tardive d’un signal sonore. France, N° de brevet: WO2015011078. NL-Brevet-2015. 2015. ⟨hal-02412540⟩
Sébastien Fenet, Yves Grenier, Gael Richard. Génération d'une Signature d'un Signal Audio Musical. France, N° de brevet: 1351752. SF:PATENT-2013. 2013. ⟨hal-02412531⟩
Stéphan Clémençon, N. Vayatis. Method for providing with a score an object, and decision-support system. United States, Patent n° : US9235805B2. SC:TREERANK0. 2012. ⟨hal-02412555⟩
Laurent Girin, Antoine Liutkus, Gael Richard, Roland Badeau. Method and device for forming a digital audio mixed signal, method and device for separating signals, and corresponding signal. France, Patent n° : US20140037110A1. 2010. ⟨hal-02651076⟩
François Roueff, Tabea Rebafka, Antoine Souloumiac. Procede d'estimation des parametres de la distribution des temps de reponse de particules d'un systeme, applique notamment aux mesures de fluorescence. France, Patent n° : WO201089363 A1. 2009, https://permalink.orbit.com/RenderStaticFirstPage?XPN=c6zRPaNa9PLk6tgd1AcF55NXe7dphUsu7KxJINoFg8I%3D%26n%3D1&id=0&base=FAMPAT. ⟨hal-04200232⟩
Gael Richard, Philip Lockwood, Francois Capman, Jérôme Boudy. Procédé et système de restitution sonore à effet spatial, et terminal de téléphone incorporant un tel système. France, N° de brevet: FR2797132. 2001. ⟨hal-02651102⟩
Carlo Murgia, Gael Richard, Philip Lockwood. Coding, decoding and transcoding methods. United States, Patent n° : US6369722B1. 2000. ⟨hal-02651024⟩
Carlo Murgia, Gael Richard, Philip Lockwood. Scalable subband audio coding, decoding, and transcoding methods using vector quantization. United States, Patent n° : US6606600B1. 1999. ⟨hal-02651054⟩
Gael Richard, Carlo Murgia, Philip Lockwood, Ariane Le Dore. Codeur Audio. France, Patent n° : FR2766032. 1997. ⟨hal-02651171⟩

Autres publications2 document

Kilian Schulze-Forster, Clement S J Doire, Gael Richard, Roland Badeau. Unsupervised Audio Source Separation Using Differentiable Parametric Source Models. arXiv.2201.09592, 2022. ⟨hal-03790806⟩
Benoît Fuentes, Gael Richard. Probabilistic semi-nonnegative matrix factorization: a Skellam-based framework. arxiv.2107.03317, 2021. ⟨hal-03790824⟩

Pré-publications, Documents de travail38 document

Olivier Fercoq. Defining Lyapunov functions as the solution of a performance estimation saddle point problem. 2024. ⟨hal-04784980⟩
Kamélia Daudel, François Roueff. Learning with Importance Weighted Variational Inference: Asymptotics for Gradient Estimators of the VR-IWAE Bound. 2024. ⟨hal-04738844⟩
Richard Serrano, Charlotte Laclau, Baptiste Jeudy, Christine Largeron. Reconstructing the Unseen: GRIOT for Attributed Graph Imputation with Optimal Transport. 2024. ⟨hal-04604650v2⟩
Pierre Colombo, Anas Himmi, Ekhine Irurozki, Nathan Noiry, Stéphan Clémençon. Towards More Robust NLP System Evaluation: Handling Missing Scores in Benchmarks. 2024. ⟨hal-04575102⟩
Yann Issartel, Christophe Giraud, Nicolas Verzelen. Minimax optimal seriation in polynomial time. 2024. ⟨hal-04575332⟩
Quentin Bouniot, Pavlo Mozharovskyi, Florence d'Alché-Buc. Tailoring Mixup to Data using Kernel Warping functions. 2024. ⟨hal-04552478⟩
Olivier Fercoq. Monitoring the Convergence Speed of PDHG to Find Better Primal and Dual Step Sizes. 2024. ⟨hal-04523222⟩
Iyad Walwil, Olivier Fercoq. The Smoothed Duality Gap as a Stopping Criterion. 2024. ⟨hal-04501394⟩
Mathis Chagneux, Pierre Gloaguen, Sylvain Le Corff, Jimmy Olsson. Importance sampling for online variational learning. 2024. ⟨hal-04435065⟩
Beatrice Biancardi, Mathieu Chollet, Chloé Clavel. Introducing the 3MT_French Dataset to Investigate the Timing of Public Speaking Judgements. 2023. ⟨hal-04366763⟩
Patrice Bertail, Cécile Durot, Carlos Fernández. Harris Recurrent Markov Chains and Nonlinear Monotone Cointegrated Models. 2023. ⟨hal-04299698⟩
Patrice Bertail, Stephan Clémençon, Carlos Fernández. Tail Index Estimation for Discrete Heavy-Tailed Distributions with Application to Statistical Inference for Regular Markov Chains. 2023. ⟨hal-04299756⟩
George August Wright, Umberto Cappellazzo, Salah Zaiem, Desh Raj, Lucas Ondel Yang, et al.. Training dynamic models using early exits for automatic speech recognition on resource-constrained devices. 2023. ⟨hal-04216190⟩
Salah Zaiem, Youcef Kemiche, Titouan Parcollet, Slim Essid, Mirco Ravanelli. Speech Self-Supervised Representations Benchmarking: a Case for Larger Probing Heads. 2023. ⟨hal-04216187⟩
Anass Aghbalou, François Portier, Anne Sabourin, Chen Zhou. Tail Inverse Regression: dimension reduction for prediction of extremes. 2023. ⟨hal-04032206⟩
Théophile Rageau, Laurence Likforman-Sulem, Attilio Fiandrotti, Victoria Eyharabide, Béatrice Caseau, et al.. Character Recognition in Byzantine Seals with Deep Neural Networks. 2023. ⟨hal-04410338⟩
Flore Sentenac, Nathan Noiry, Matthieu Lerasle, Laurent Ménard, Vianney Perchet. Online Matching in Geometric Random Graphs. 2023. ⟨hal-04416181⟩
Dimitri Bouche, Rémi Flamary, Florence d'Alché-Buc, Riwal Plougonven, Marianne Clausel, et al.. Wind power predictions from nowcasts to 4-hour forecasts: a learning approach with variable selection. 2022. ⟨hal-03673674⟩
Mathieu Fontaine, Diego Di Carlo, Kouhei Sekiguchi, Aditya Arie Nugraha, Yoshiaki Bando, et al.. Elliptically Contoured Alpha-Stable Representation for MUSIC-Based Sound Source Localization. 2022. ⟨hal-03608767⟩
Jean-Dominique Polack, Aidan Meacham, Roland Badeau, Jean-Christophe Valière. Riemannian space tessellation with polyhedral room images. 2022. ⟨hal-03598258⟩
Kimia Nadjahi, Valentin de Bortoli, Alain Durmus, Roland Badeau, Umut Şimşekli. Approximate Bayesian computation with the sliced-Wasserstein distance. 2022. ⟨hal-03945515⟩
Nicolas Furnon, Romain Serizel, Slim Essid, Irina Illina. SAMbA: Speech enhancement with Asynchronous ad-hoc Microphone Arrays. 2021. ⟨hal-04173974⟩
Giorgia Cantisani, Slim Essid, Gael Richard. EEG-based Decoding of Auditory Attention to a Target Instrument for Neuro-steered Music Source Separation. 2021. ⟨hal-04349308v2⟩
Luc Brogat-Motte, Alessandro Rudi, Celine Brouard, Juho Rousu, Florence d'Alché-Buc. Learning Output Embeddings in Structured Prediction. 2021. ⟨hal-03282445⟩
Hamid Jalalzai, Pierre Colombo, Chloé Clavel, Éric Gaussier, Giovanna Varni, et al.. Heavy-tailed Representations, Text Polarity Classification & Data Augmentation. 2020. ⟨hal-02936647⟩
Asma Atamna, Chloé Clavel. HRI-RNN: A User-Robot Dynamics-Oriented RNN for Engagement Decrease Detection. 2020. ⟨hal-02922102⟩
Louis Faury, Marc Abeille, Clément Calauzènes, Olivier Fercoq. Improved Optimistic Algorithms for Logistic Bandits. 2020. ⟨hal-02767843⟩
Quang Van Nguyen, Olivier Fercoq, Volkan Cevher. Smoothing technique for nonsmooth composite minimization with linear operator. 2019. ⟨hal-02287628⟩
Holger Drees, Anne Sabourin. Principal Component Analysis for Multivariate Extremes. 2019. ⟨hal-02164305v1⟩
Alice Cohen-Hadria, Axel Roebel, Geoffroy Peeters. Improving singing voice separation using Deep U-Net and Wave-U-Net with data augmentation. 2019. ⟨hal-02457072⟩
Nidham Gazagnadou, Robert M. Gower, Joseph Salmon. Optimal mini-batch and step sizes for SAGA. 2019. ⟨hal-02005431⟩
Kamélia Daudel, Randal Douc, François Portier, François Roueff. The $f$-divergence expectation iteration scheme. 2019. ⟨hal-02298857⟩
Stéphan Clémençon, Albert Thomas. Mass Volume Curves and Anomaly Ranking. 2018. ⟨hal-01516919v2⟩
Romain Brault, Alex Lambert, Zoltan Szabo, Maxime Sangnier, Florence d'Alché-Buc. Infinite-Task Learning with Vector-Valued RKHSs. 2018. ⟨hal-01800203⟩
Patrice Bertail, Stéphan Clémençon. Sharp exponential inequalities in survey sampling: conditional Poisson sampling schemes. 2018. ⟨hal-01707442⟩
Nicolas Goix, Anne Sabourin, Stéphan Clémençon. Sparsity in Multivariate Extremes with Applications to Anomaly Detection. 2016. ⟨hal-01179142v2⟩
Alain Durmus, Roberts O. Gareth, Gilles Vilmart, Konstantinos Zygalakis. Fast Langevin based algorithm for MCMC in high dimensions. 2015. ⟨hal-01174226⟩
Sylvain Robbiano, Stéphan Clémençon. The TreeRank Tournament} Algorithm for Multipartite Ranking. 2013. ⟨hal-00911784⟩

Rapports7 document

Rémi Mignot, Geoffroy Peeters. Degradation-Invariant Music Indexing. STMS - Sciences et Technologies de la Musique et du Son UMR 9912 IRCAM-CNRS-Sorbonne Université. 2024. ⟨hal-04486105⟩
Yannick Parmentier, Sylvain Pogodalla, Rachel Bawden, Matthieu Labeau, Iris Eshkol-Taravella. Procédure de diffusion des publications de l'ATALA sur les archives ouvertes. ATALA. 2023, pp.17. ⟨hal-04258177⟩
Roland Badeau. Stochastic reverberation model for uniform and non-diffuse acoustic fields. [Research Report] Télécom ParisTech. 2019. ⟨hal-02127799⟩
Roland Badeau. General stochastic reverberation model. [Research Report] Télécom ParisTech. 2019. ⟨hal-02049987⟩
Roland Badeau. Research report on unified stochastic reverberation modeling. [Research Report] 2018D001, Télécom ParisTech. 2018. ⟨hal-01715431⟩
Olivier Fercoq, Zheng Qu. Restarting accelerated gradient methods with a rough strong convexity estimate. [Research Report] 1609.07358, Télécom ParisTech. 2016. ⟨hal-02287730⟩
Paul Magron, Roland Badeau, Bertrand David. Phase reconstruction of spectrograms with linear unwrapping : application to audio signal restoration. [Research Report] 2015D002, Télécom ParisTech. 2015. ⟨hal-02287339⟩

Thèses1 document

Corentin Larroche. Network-wide intrusion detection through statistical analysis of event logs : an interaction-centric approach. Applications [stat.AP]. Institut Polytechnique de Paris, 2021. English. ⟨NNT : 2021IPPAT041⟩. ⟨tel-03455127⟩

Habilitations à diriger des recherches3 document

Pavlo Mozharovskyi. Data depth: computation, applications, and beyond. Statistics [stat]. Institut Polytechnique de Paris, 2022. ⟨tel-03780415⟩
Anne Sabourin. Extreme Value Theory and Machine Learning. Statistics [math.ST]. Institut polytechnique de Paris, 2021. ⟨tel-03408958⟩
Olivier Fercoq. Coordinate descent methods for non-differentiable convex optimisation problems. Optimization and Control [math.OC]. Sorbonne Université, 2019. ⟨tel-02944077⟩

Cours1 document

Rachel Cummings, Mathias Valla, Luca Nesterenko, Tamim El Ahmad, Mehrasa Ahmadipour, et al.. Privacy in Machine Learning. Doctoral. CIRM – Centre International de Rencontres Mathématiques, Marseille, France. 2022, pp.18. ⟨hal-04723548⟩

Sons1 document

Roland Badeau. Audiocarnet for the presentation of the Statistical Wave Field Theory. 2023. ⟨hal-04282808⟩

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