Olivier Cappé

Publication Activity (10 Years)

Years Active: 1993-2024
Publications (10 Years): 25

Top Topics

Negative Matrix Factorization

Generalized Linear

Resource Allocation

Top Venues

IEEE Trans. Signal Process.

Publications

Juliette Achddou, Olivier Cappé, Aurélien Garivier
Stochastic Direct Search Methods for Blind Resource Allocation. Trans. Mach. Learn. Res. 2024 (2024)
Juliette Achddou, Olivier Cappé, Aurélien Garivier
Regret Analysis of the Stochastic Direct Search Method for Blind Resource Allocation. CoRR (2022)
Yoan Russac, Louis Faury, Olivier Cappé, Aurélien Garivier
Self-Concordant Analysis of Generalized Linear Bandits with Forgetting. AISTATS (2021)
Yoan Russac, Christina Katsimerou, Dennis Bohle, Olivier Cappé, Aurélien Garivier, Wouter M. Koolen
A/B/n Testing with Control in the Presence of Subpopulations. CoRR (2021)
Yoan Russac, Christina Katsimerou, Dennis Bohle, Olivier Cappé, Aurélien Garivier, Wouter M. Koolen
A/B/n Testing with Control in the Presence of Subpopulations. NeurIPS (2021)
Juliette Achddou, Olivier Cappé, Aurélien Garivier
Efficient Algorithms for Stochastic Repeated Second-price Auctions. ALT (2021)
Dorian Baudry, Yoan Russac, Olivier Cappé
On Limited-Memory Subsampling Strategies for Bandits. ICML (2021)
Juliette Achddou, Olivier Cappé, Aurélien Garivier
Fast Rate Learning in Stochastic First Price Bidding. ACML (2021)
Juliette Achddou, Olivier Cappé, Aurélien Garivier
Fast Rate Learning in Stochastic First Price Bidding. CoRR (2021)
Louis Filstroff, Olivier Gouvert, Cédric Févotte, Olivier Cappé
A Comparative Study of Gamma Markov Chains for Temporal Non-Negative Matrix Factorization. IEEE Trans. Signal Process. 69 (2021)
Dorian Baudry, Yoan Russac, Olivier Cappé
On Limited-Memory Subsampling Strategies for Bandits. CoRR (2021)
Juliette Achddou, Olivier Cappé, Aurélien Garivier
Efficient Algorithms for Stochastic Repeated Second-price Auctions. CoRR (2020)
Yoan Russac, Olivier Cappé, Aurélien Garivier
Algorithms for Non-Stationary Generalized Linear Bandits. CoRR (2020)
Louis Filstroff, Olivier Gouvert, Cédric Févotte, Olivier Cappé
A Comparative Study of Temporal Non-Negative Matrix Factorization with Gamma Markov Chains. CoRR (2020)
Yoan Russac, Louis Faury, Olivier Cappé, Aurélien Garivier
Self-Concordant Analysis of Generalized Linear Bandits with Forgetting. CoRR (2020)
Yoan Russac, Claire Vernade, Olivier Cappé
Weighted Linear Bandits for Non-Stationary Environments. CoRR (2019)
Paul Lagrée, Olivier Cappé, Bogdan Cautis, Silviu Maniu
Algorithms for Online Influencer Marketing. ACM Trans. Knowl. Discov. Data 13 (1) (2019)
Yoan Russac, Claire Vernade, Olivier Cappé
Weighted Linear Bandits for Non-Stationary Environments. NeurIPS (2019)
Claire Vernade, Olivier Cappé, Vianney Perchet
Stochastic Bandit Models for Delayed Conversions. CoRR (2017)
Claire Vernade, Olivier Cappé, Vianney Perchet
Stochastic Bandit Models for Delayed Conversions. UAI (2017)
Paul Lagrée, Olivier Cappé, Bogdan Cautis, Silviu Maniu
Online Model-Free Influence Maximization with Persistence. CoRR (2017)
Paul Lagrée, Olivier Cappé, Bogdan Cautis, Silviu Maniu
Effective Large-Scale Online Influence Maximization. ICDM (2017)
Emilie Kaufmann, Olivier Cappé, Aurélien Garivier
On the Complexity of Best-Arm Identification in Multi-Armed Bandit Models. J. Mach. Learn. Res. 17 (2016)
Paul Lagrée, Claire Vernade, Olivier Cappé
Multiple-Play Bandits in the Position-Based Model. NIPS (2016)
Paul Lagrée, Claire Vernade, Olivier Cappé
Multiple-Play Bandits in the Position-Based Model. CoRR (2016)
Claire Vernade, Olivier Cappé
Learning from missing data using selection bias in movie recommendation. DSAA (2015)
Claire Vernade, Olivier Cappé
Learning From Missing Data Using Selection Bias in Movie Recommendation. CoRR (2015)
Nicolas Seichepine, Slim Essid, Cédric Févotte, Olivier Cappé
Piecewise constant nonnegative matrix factorization. ICASSP (2014)
Emilie Kaufmann, Olivier Cappé, Aurélien Garivier
On the Complexity of Best Arm Identification in Multi-Armed Bandit Models. CoRR (2014)
Emilie Kaufmann, Olivier Cappé, Aurélien Garivier
On the Complexity of A/B Testing. COLT (2014)
Nicolas Seichepine, Slim Essid, Cédric Févotte, Olivier Cappé
Soft Nonnegative Matrix Co-Factorization. IEEE Trans. Signal Process. 62 (22) (2014)
Emilie Kaufmann, Olivier Cappé, Aurélien Garivier
On the Complexity of A/B Testing. CoRR (2014)
Zaïd Harchaoui, Francis R. Bach, Olivier Cappé, Eric Moulines
Kernel-Based Methods for Hypothesis Testing: A Unified View. IEEE Signal Process. Mag. 30 (4) (2013)
Nicolas Seichepine, Slim Essid, Cédric Févotte, Olivier Cappé
Soft nonnegative matrix co-factorizationwith application to multimodal speaker diarization. ICASSP (2013)
Rémi Bardenet, Olivier Cappé, Gersende Fort, Balázs Kégl
Adaptive Metropolis with Online Relabeling. AISTATS (2012)
Alexandre Lung-Yut-Fong, Céline Lévy-Leduc, Olivier Cappé
Distributed detection/localization of change-points in high-dimensional network traffic data. Stat. Comput. 22 (2) (2012)
Emilie Kaufmann, Olivier Cappé, Aurélien Garivier
On Bayesian Upper Confidence Bounds for Bandit Problems. AISTATS (2012)
Aurélien Garivier, Olivier Cappé
The KL-UCB Algorithm for Bounded Stochastic Bandits and Beyond. COLT (2011)
Alexandre Lung-Yut-Fong, Céline Lévy-Leduc, Olivier Cappé
Robust changepoint detection based on multivariate rank statistics. ICASSP (2011)
Sarah Filippi, Olivier Cappé, Aurélien Garivier
Optimally Sensing a Single Channel Without Prior Information: The Tiling Algorithm and Regret Bounds. IEEE J. Sel. Top. Signal Process. 5 (1) (2011)
Hemant Misra, François Yvon, Olivier Cappé, Joemon M. Jose
Text segmentation: A topic modeling perspective. Inf. Process. Manag. 47 (4) (2011)
Aurélien Garivier, Olivier Cappé
The KL-UCB Algorithm for Bounded Stochastic Bandits and Beyond CoRR (2011)
Sarah Filippi, Olivier Cappé, Aurélien Garivier
Optimism in reinforcement learning and Kullback-Leibler divergence. Allerton (2010)
Nataliya Sokolovska, Thomas Lavergne, Olivier Cappé, François Yvon
Efficient Learning of Sparse Conditional Random Fields for Supervised Sequence Labeling. IEEE J. Sel. Top. Signal Process. 4 (6) (2010)
Thomas Lavergne, Olivier Cappé, François Yvon
Practical Very Large Scale CRFs. ACL (2010)
Sarah Filippi, Olivier Cappé, Aurélien Garivier
Optimism in Reinforcement Learning Based on Kullback-Leibler Divergence CoRR (2010)
Sarah Filippi, Olivier Cappé, Aurélien Garivier, Csaba Szepesvári
Parametric Bandits: The Generalized Linear Case. NIPS (2010)
Alexandre Lung-Yut-Fong, Céline Lévy-Leduc, Olivier Cappé
Distributed detection/localization of change-points in high-dimensional network traffic data CoRR (2009)
Nataliya Sokolovska, Olivier Cappé, François Yvon
Selecting features with L1 regularization in Conditional Random Fields. Trait. Autom. des Langues 50 (3) (2009)
Nataliya Sokolovska, Thomas Lavergne, Olivier Cappé, François Yvon
Efficient Learning of Sparse Conditional Random Fields for Supervised Sequence Labelling CoRR (2009)
Sarah Filippi, Olivier Cappé, Aurélien Garivier
Regret Bounds for Opportunistic Channel Access CoRR (2009)
Hemant Misra, François Yvon, Joemon M. Jose, Olivier Cappé
Text segmentation via topic modeling: an analytical study. CIKM (2009)
Zaïd Harchaoui, Félicien Vallet, Alexandre Lung-Yut-Fong, Olivier Cappé
A regularized kernel-based approach to unsupervised audio segmentation. ICASSP (2009)
Olivier Cappé, Randal Douc, Arnaud Guillin, Jean-Michel Marin, Christian P. Robert
Adaptive importance sampling in general mixture classes. Stat. Comput. 18 (4) (2008)
Nataliya Sokolovska, Olivier Cappé, François Yvon
The asymptotics of semi-supervised learning in discriminative probabilistic models. ICML (2008)
Sarah Filippi, Olivier Cappé, Fabrice Clérot, Eric Moulines
A Near Optimal Policy for Channel Allocation in Cognitive Radio. EWRL (2008)
Erwan Moreau, François Yvon, Olivier Cappé
Robust Similarity Measures for Named Entities Matching. COLING (2008)
Hemant Misra, Olivier Cappé, François Yvon
Using LDA to detect semantically incoherent documents. CoNLL (2008)
Erwan Moreau, François Yvon, Olivier Cappé
Appariement d'entités nommées coréférentes : combinaisons de mesures de similarité par apprentissage supervisé. TALN (Articles courts) (2008)
Loïs Rigouste, Olivier Cappé, François Yvon
Inference and evaluation of the multinomial mixture model for text clustering. Inf. Process. Manag. 43 (5) (2007)
Olivier Cappé, Simon J. Godsill, Eric Moulines
An Overview of Existing Methods and Recent Advances in Sequential Monte Carlo. Proc. IEEE 95 (5) (2007)
Olivier Cappé, Eric Moulines
Online EM Algorithm for Latent Data Models CoRR (2007)
Olivier Cappé, Maurice Charbit, Eric Moulines
Recursive Em Algorithm with Applications to Doa Estimation. ICASSP (3) (2006)
Loïs Rigouste, Olivier Cappé, François Yvon
Inference and Evaluation of the Multinomial Mixture Model for Text Clustering CoRR (2006)
Olivier Cappé, Eric Moulines
On the use of particle filtering for maximum likelihood parameter estimation. EUSIPCO (2005)
Randal Douc, Olivier Cappé, Eric Moulines
Comparison of Resampling Schemes for Particle Filtering CoRR (2005)
Olivier Cappé
A Bayesian approach for simultaneous segmentation and classification of count data. IEEE Trans. Signal Process. 50 (2) (2002)
Olivier Cappé, Eric Moulines, Jean-Christophe Pesquet, Athina P. Petropulu, Xueshi Yang
Long-range dependence and heavy-tail modeling for teletraffic data. IEEE Signal Process. Mag. 19 (3) (2002)
Jean-Yves Tourneret, Olivier Cappé
Erratum to: "Special Section on Markov Chain Monte Carlo (MCMC) Methods for Signal Processing" [Signal Processing 81 (1) (January 2001) 1-83]. Signal Process. 81 (11) (2001)
Marine Campedel-Oudot, Olivier Cappé, Eric Moulines
Estimation of the spectral envelope of voiced sounds using a penalized likelihood approach. IEEE Trans. Speech Audio Process. 9 (5) (2001)
Olivier Cappé
Recursive computation of smoothed functionals of hidden Markovian processes using a particle approximation. Monte Carlo Methods Appl. 7 (1-2) (2001)
Jean-Yves Tourneret, Olivier Cappé
Signal processing special issue on Markov Chain Monte Carlo (MCMC) methods for signal processing. Signal Process. 81 (1) (2001)
Stéphanie Dubost, Olivier Cappé
Enhancement of speech based on non-parametric estimation of a time varying harmonic representation. ICASSP (2000)
Vincent Buchoux, Olivier Cappé, Eric Moulines, Alexei Gorokhov
On the performance of semi-blind subspace-based channel estimation. IEEE Trans. Signal Process. 48 (6) (2000)
Olivier Cappé, Arnaud Doucet, Marc Lavielle, Eric Moulines
Simulation-based methods for blind maximum-likelihood filter identification. Signal Process. 73 (1-2) (1999)
Olivier Cappé, Randal Douc, Eric Moulines, Christian P. Robert
Bayesian Analysis of Overdispersed Count Data with Application to Teletraffic Monitoring. COMPSTAT (1998)
Vincent Buchoux, Lisa Perros-Meilhac, Olivier Cappé, Eric Moulines
Blind and semi-blind equalization: methods and algorithms. Ann. des Télécommunications 53 (11-12) (1998)
Yannis Stylianou, Olivier Cappé, Eric Moulines
Continuous probabilistic transform for voice conversion. IEEE Trans. Speech Audio Process. 6 (2) (1998)
Yannis Stylianou, Olivier Cappé
A system for voice conversion based on probabilistic classification and a harmonic plus noise model. ICASSP (1998)
Gilles Faÿ, Eric Moulines, Olivier Cappé, Frédéric Bimbot
Polynomial quasi-harmonic models for speech analysis and synthesis. ICASSP (1998)
Olivier Cappé, Chafic Mokbel, Denis Jouvet, Eric Moulines
An algorithm for maximum likelihood estimation of hidden Markov models with unknown state-tying. IEEE Trans. Speech Audio Process. 6 (1) (1998)
Olivier Cappé, Vincent Buchoux, Eric Moulines
Quasi-Newton method for maximum likelihood estimation of hidden Markov models. ICASSP (1998)
Olivier Cappé, Eric Moulines
Regularization techniques for discrete cepstrum estimation. IEEE Signal Process. Lett. 3 (4) (1996)
Olivier Cappé, Jean Laroche
Evaluation of short-time spectral attenuation techniques for the restoration of musical recordings. IEEE Trans. Speech Audio Process. 3 (1) (1995)
Yannis Stylianou, Olivier Cappé, Eric Moulines
Statistical methods for voice quality transformation. EUROSPEECH (1995)
Olivier Cappé
Elimination of the musical noise phenomenon with the Ephraim and Malah noise suppressor. IEEE Trans. Speech Audio Process. 2 (2) (1994)
Olivier Cappé
Enhancement of musical signals degraded by background noise, using long-term behavior of the short-term spectral components. ICASSP (1) (1993)