Olivier Cappé

94 papers A* 9A 5B 4C 1Misc 8Journal 56Unranked 10

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Certified Per-Instance Unlearning Using Individual Sensitivity Bounds. CoRR Hanna Benarroch, Jamal Atif, Olivier Cappé
2026	J	`jnl`	Generalized Leverage Score for Scalable Assessment of Privacy Vulnerability. CoRR Valentin Dorseuil, Jamal Atif, Olivier Cappé
2026	J	`jnl`	Learning To Sample From Diffusion Models Via Inverse Reinforcement Learning. CoRR Constant Bourdrez, Alexandre Vérine, Olivier Cappé
2025	J	`jnl`	Memorization in Fine-Tuned Large Language Models. CoRR Danil Savine, Muni Sreenivas Pydi, Jamal Atif, Olivier Cappé
2024	A*	`conf`	Optimal Classification under Performative Distribution Shift. NeurIPS Edwige Cyffers, Muni Sreenivas Pydi, Jamal Atif, Olivier Cappé
2024	J	`jnl`	Optimal Classification under Performative Distribution Shift. CoRR Edwige Cyffers, Muni Sreenivas Pydi, Jamal Atif, Olivier Cappé
2024	J	`jnl`	Stochastic Direct Search Methods for Blind Resource Allocation. Trans. Mach. Learn. Res. Juliette Achddou, Olivier Cappé, Aurélien Garivier
2022	J	`jnl`	Regret Analysis of the Stochastic Direct Search Method for Blind Resource Allocation. CoRR Juliette Achddou, Olivier Cappé, Aurélien Garivier
2021	J	`jnl`	A Comparative Study of Gamma Markov Chains for Temporal Non-Negative Matrix Factorization. IEEE Trans. Signal Process. Louis Filstroff, Olivier Gouvert, Cédric Févotte, Olivier Cappé
2021	A*	`conf`	A/B/n Testing with Control in the Presence of Subpopulations. NeurIPS Yoan Russac, Christina Katsimerou, Dennis Bohle, Olivier Cappé, Aurélien Garivier, Wouter M. Koolen
2021	J	`jnl`	A/B/n Testing with Control in the Presence of Subpopulations. CoRR Yoan Russac, Christina Katsimerou, Dennis Bohle, Olivier Cappé, Aurélien Garivier, Wouter M. Koolen
2021	B	`conf`	Efficient Algorithms for Stochastic Repeated Second-price Auctions. ALT Juliette Achddou, Olivier Cappé, Aurélien Garivier
2021	C	`conf`	Fast Rate Learning in Stochastic First Price Bidding. ACML Juliette Achddou, Olivier Cappé, Aurélien Garivier
2021	J	`jnl`	Fast Rate Learning in Stochastic First Price Bidding. CoRR Juliette Achddou, Olivier Cappé, Aurélien Garivier
2021	A*	`conf`	On Limited-Memory Subsampling Strategies for Bandits. ICML Dorian Baudry, Yoan Russac, Olivier Cappé
2021	J	`jnl`	On Limited-Memory Subsampling Strategies for Bandits. CoRR Dorian Baudry, Yoan Russac, Olivier Cappé
2021	A	`conf`	Self-Concordant Analysis of Generalized Linear Bandits with Forgetting. AISTATS Yoan Russac, Louis Faury, Olivier Cappé, Aurélien Garivier
2020	J	`jnl`	A Comparative Study of Temporal Non-Negative Matrix Factorization with Gamma Markov Chains. CoRR Louis Filstroff, Olivier Gouvert, Cédric Févotte, Olivier Cappé
2020	J	`jnl`	Algorithms for Non-Stationary Generalized Linear Bandits. CoRR Yoan Russac, Olivier Cappé, Aurélien Garivier
2020	J	`jnl`	Efficient Algorithms for Stochastic Repeated Second-price Auctions. CoRR Juliette Achddou, Olivier Cappé, Aurélien Garivier
2020	J	`jnl`	Self-Concordant Analysis of Generalized Linear Bandits with Forgetting. CoRR Yoan Russac, Louis Faury, Olivier Cappé, Aurélien Garivier
2019	J	`jnl`	Algorithms for Online Influencer Marketing. ACM Trans. Knowl. Discov. Data Paul Lagrée, Olivier Cappé, Bogdan Cautis, Silviu Maniu
2019	A*	`conf`	Weighted Linear Bandits for Non-Stationary Environments. NeurIPS Yoan Russac, Claire Vernade, Olivier Cappé
2019	J	`jnl`	Weighted Linear Bandits for Non-Stationary Environments. CoRR Yoan Russac, Claire Vernade, Olivier Cappé
2017	A*	`conf`	Effective Large-Scale Online Influence Maximization. ICDM Paul Lagrée, Olivier Cappé, Bogdan Cautis, Silviu Maniu
2017	J	`jnl`	Online Model-Free Influence Maximization with Persistence. CoRR Paul Lagrée, Olivier Cappé, Bogdan Cautis, Silviu Maniu
2017	A	`conf`	Stochastic Bandit Models for Delayed Conversions. UAI Claire Vernade, Olivier Cappé, Vianney Perchet
2017	J	`jnl`	Stochastic Bandit Models for Delayed Conversions. CoRR Claire Vernade, Olivier Cappé, Vianney Perchet
2016	—	`conf`	Multiple-Play Bandits in the Position-Based Model. NIPS Paul Lagrée, Claire Vernade, Olivier Cappé
2016	J	`jnl`	Multiple-Play Bandits in the Position-Based Model. CoRR Paul Lagrée, Claire Vernade, Olivier Cappé
2016	J	`jnl`	On the Complexity of Best-Arm Identification in Multi-Armed Bandit Models. J. Mach. Learn. Res. Emilie Kaufmann, Olivier Cappé, Aurélien Garivier
2015	J	`jnl`	Learning From Missing Data Using Selection Bias in Movie Recommendation. CoRR Claire Vernade, Olivier Cappé
2015	B	`conf`	Learning from missing data using selection bias in movie recommendation. DSAA Claire Vernade, Olivier Cappé
2014	A*	`conf`	On the Complexity of A/B Testing. COLT Emilie Kaufmann, Olivier Cappé, Aurélien Garivier
2014	J	`jnl`	On the Complexity of A/B Testing. CoRR Emilie Kaufmann, Olivier Cappé, Aurélien Garivier
2014	J	`jnl`	On the Complexity of Best Arm Identification in Multi-Armed Bandit Models. CoRR Emilie Kaufmann, Olivier Cappé, Aurélien Garivier
2014	Misc	`conf`	Piecewise constant nonnegative matrix factorization. ICASSP Nicolas Seichepine, Slim Essid, Cédric Févotte, Olivier Cappé
2014	J	`jnl`	Soft Nonnegative Matrix Co-Factorization. IEEE Trans. Signal Process. Nicolas Seichepine, Slim Essid, Cédric Févotte, Olivier Cappé
2013	J	`jnl`	Kernel-Based Methods for Hypothesis Testing: A Unified View. IEEE Signal Process. Mag. Zaïd Harchaoui, Francis R. Bach, Olivier Cappé, Eric Moulines
2013	Misc	`conf`	Soft nonnegative matrix co-factorizationwith application to multimodal speaker diarization. ICASSP Nicolas Seichepine, Slim Essid, Cédric Févotte, Olivier Cappé
2012	A	`conf`	Adaptive Metropolis with Online Relabeling. AISTATS Rémi Bardenet, Olivier Cappé, Gersende Fort, Balázs Kégl
2012	J	`jnl`	Distributed detection/localization of change-points in high-dimensional network traffic data. Stat. Comput. Alexandre Lung-Yut-Fong, Céline Lévy-Leduc, Olivier Cappé
2012	A	`conf`	On Bayesian Upper Confidence Bounds for Bandit Problems. AISTATS Emilie Kaufmann, Olivier Cappé, Aurélien Garivier
2011	J	`jnl`	Optimally Sensing a Single Channel Without Prior Information: The Tiling Algorithm and Regret Bounds. IEEE J. Sel. Top. Signal Process. Sarah Filippi, Olivier Cappé, Aurélien Garivier
2011	Misc	`conf`	Robust changepoint detection based on multivariate rank statistics. ICASSP Alexandre Lung-Yut-Fong, Céline Lévy-Leduc, Olivier Cappé
2011	J	`jnl`	Text segmentation: A topic modeling perspective. Inf. Process. Manag. Hemant Misra, François Yvon, Olivier Cappé, Joemon M. Jose
2011	J	`jnl`	The KL-UCB Algorithm for Bounded Stochastic Bandits and Beyond CoRR Aurélien Garivier, Olivier Cappé
2011	A*	`conf`	The KL-UCB Algorithm for Bounded Stochastic Bandits and Beyond. COLT Aurélien Garivier, Olivier Cappé
2010	J	`jnl`	Efficient Learning of Sparse Conditional Random Fields for Supervised Sequence Labeling. IEEE J. Sel. Top. Signal Process. Nataliya Sokolovska, Thomas Lavergne, Olivier Cappé, François Yvon
2010	J	`jnl`	Optimism in Reinforcement Learning Based on Kullback-Leibler Divergence CoRR Sarah Filippi, Olivier Cappé, Aurélien Garivier
2010	—	`conf`	Optimism in reinforcement learning and Kullback-Leibler divergence. Allerton Sarah Filippi, Olivier Cappé, Aurélien Garivier
2010	—	`conf`	Parametric Bandits: The Generalized Linear Case. NIPS Sarah Filippi, Olivier Cappé, Aurélien Garivier, Csaba Szepesvári
2010	A*	`conf`	Practical Very Large Scale CRFs. ACL Thomas Lavergne, Olivier Cappé, François Yvon
2009	Misc	`conf`	A regularized kernel-based approach to unsupervised audio segmentation. ICASSP Zaïd Harchaoui, Félicien Vallet, Alexandre Lung-Yut-Fong, Olivier Cappé
2009	J	`jnl`	Distributed detection/localization of change-points in high-dimensional network traffic data CoRR Alexandre Lung-Yut-Fong, Céline Lévy-Leduc, Olivier Cappé
2009	J	`jnl`	Efficient Learning of Sparse Conditional Random Fields for Supervised Sequence Labelling CoRR Nataliya Sokolovska, Thomas Lavergne, Olivier Cappé, François Yvon
2009	J	`jnl`	Regret Bounds for Opportunistic Channel Access CoRR Sarah Filippi, Olivier Cappé, Aurélien Garivier
2009	J	`jnl`	Selecting features with L1 regularization in Conditional Random Fields. Trait. Autom. des Langues Nataliya Sokolovska, Olivier Cappé, François Yvon
2009	A	`conf`	Text segmentation via topic modeling: an analytical study. CIKM Hemant Misra, François Yvon, Joemon M. Jose, Olivier Cappé
2008	—	`conf`	A Near Optimal Policy for Channel Allocation in Cognitive Radio. EWRL Sarah Filippi, Olivier Cappé, Fabrice Clérot, Eric Moulines
2008	J	`jnl`	Adaptive importance sampling in general mixture classes. Stat. Comput. Olivier Cappé, Randal Douc, Arnaud Guillin, Jean-Michel Marin, Christian P. Robert
2008	—	`conf`	Appariement d'entités nommées coréférentes : combinaisons de mesures de similarité par apprentissage supervisé. TALN (Articles courts) Erwan Moreau, François Yvon, Olivier Cappé
2008	B	`conf`	Robust Similarity Measures for Named Entities Matching. COLING Erwan Moreau, François Yvon, Olivier Cappé
2008	A*	`conf`	The asymptotics of semi-supervised learning in discriminative probabilistic models. ICML Nataliya Sokolovska, Olivier Cappé, François Yvon
2008	B	`conf`	Using LDA to detect semantically incoherent documents. CoNLL Hemant Misra, Olivier Cappé, François Yvon
2007	J	`jnl`	An Overview of Existing Methods and Recent Advances in Sequential Monte Carlo. Proc. IEEE Olivier Cappé, Simon J. Godsill, Eric Moulines
2007	J	`jnl`	Inference and evaluation of the multinomial mixture model for text clustering. Inf. Process. Manag. Loïs Rigouste, Olivier Cappé, François Yvon
2007	J	`jnl`	Online EM Algorithm for Latent Data Models CoRR Olivier Cappé, Eric Moulines
2006	J	`jnl`	Inference and Evaluation of the Multinomial Mixture Model for Text Clustering CoRR Loïs Rigouste, Olivier Cappé, François Yvon
2006	—	`conf`	Recursive Em Algorithm with Applications to Doa Estimation. ICASSP (3) Olivier Cappé, Maurice Charbit, Eric Moulines
2005	J	`jnl`	Comparison of Resampling Schemes for Particle Filtering CoRR Randal Douc, Olivier Cappé, Eric Moulines
2005	—	`book`	Inference in hidden Markov models. Olivier Cappé, Eric Moulines, Tobias Rydén
2005	—	`conf`	On the use of particle filtering for maximum likelihood parameter estimation. EUSIPCO Olivier Cappé, Eric Moulines
2002	J	`jnl`	A Bayesian approach for simultaneous segmentation and classification of count data. IEEE Trans. Signal Process. Olivier Cappé
2002	J	`jnl`	Long-range dependence and heavy-tail modeling for teletraffic data. IEEE Signal Process. Mag. Olivier Cappé, Eric Moulines, Jean-Christophe Pesquet, Athina P. Petropulu, Xueshi Yang
2001	J	`jnl`	Erratum to: "Special Section on Markov Chain Monte Carlo (MCMC) Methods for Signal Processing" [Signal Processing 81 (1) (January 2001) 1-83]. Signal Process. Jean-Yves Tourneret, Olivier Cappé
2001	J	`jnl`	Estimation of the spectral envelope of voiced sounds using a penalized likelihood approach. IEEE Trans. Speech Audio Process. Marine Campedel-Oudot, Olivier Cappé, Eric Moulines
2001	J	`jnl`	Recursive computation of smoothed functionals of hidden Markovian processes using a particle approximation. Monte Carlo Methods Appl. Olivier Cappé
2001	J	`jnl`	Signal processing special issue on Markov Chain Monte Carlo (MCMC) methods for signal processing. Signal Process. Jean-Yves Tourneret, Olivier Cappé
2000	Misc	`conf`	Enhancement of speech based on non-parametric estimation of a time varying harmonic representation. ICASSP Stéphanie Dubost, Olivier Cappé
2000	J	`jnl`	On the performance of semi-blind subspace-based channel estimation. IEEE Trans. Signal Process. Vincent Buchoux, Olivier Cappé, Eric Moulines, Alexei Gorokhov
1999	J	`jnl`	Simulation-based methods for blind maximum-likelihood filter identification. Signal Process. Olivier Cappé, Arnaud Doucet, Marc Lavielle, Eric Moulines
1998	Misc	`conf`	A system for voice conversion based on probabilistic classification and a harmonic plus noise model. ICASSP Yannis Stylianou, Olivier Cappé
1998	J	`jnl`	An algorithm for maximum likelihood estimation of hidden Markov models with unknown state-tying. IEEE Trans. Speech Audio Process. Olivier Cappé, Chafic Mokbel, Denis Jouvet, Eric Moulines
1998	—	`conf`	Bayesian Analysis of Overdispersed Count Data with Application to Teletraffic Monitoring. COMPSTAT Olivier Cappé, Randal Douc, Eric Moulines, Christian P. Robert
1998	J	`jnl`	Blind and semi-blind equalization: methods and algorithms. Ann. des Télécommunications Vincent Buchoux, Lisa Perros-Meilhac, Olivier Cappé, Eric Moulines
1998	J	`jnl`	Continuous probabilistic transform for voice conversion. IEEE Trans. Speech Audio Process. Yannis Stylianou, Olivier Cappé, Eric Moulines
1998	Misc	`conf`	Polynomial quasi-harmonic models for speech analysis and synthesis. ICASSP Gilles Faÿ, Eric Moulines, Olivier Cappé, Frédéric Bimbot
1998	Misc	`conf`	Quasi-Newton method for maximum likelihood estimation of hidden Markov models. ICASSP Olivier Cappé, Vincent Buchoux, Eric Moulines
1996	J	`jnl`	Regularization techniques for discrete cepstrum estimation. IEEE Signal Process. Lett. Olivier Cappé, Eric Moulines
1995	J	`jnl`	Evaluation of short-time spectral attenuation techniques for the restoration of musical recordings. IEEE Trans. Speech Audio Process. Olivier Cappé, Jean Laroche
1995	—	`conf`	Statistical methods for voice quality transformation. EUROSPEECH Yannis Stylianou, Olivier Cappé, Eric Moulines
1994	J	`jnl`	Elimination of the musical noise phenomenon with the Ephraim and Malah noise suppressor. IEEE Trans. Speech Audio Process. Olivier Cappé
1993	—	`conf`	Enhancement of musical signals degraded by background noise, using long-term behavior of the short-term spectral components. ICASSP (1) Olivier Cappé