Olivier Cappé

Rémi Bardenet, Olivier Cappé, Gersende Fort, Balázs Kégl: Adaptive Metropolis with Online Relabeling. Journal of Machine Learning Research - Proceedings Track 22: 91-99 (2012)

Emilie Kaufmann, Olivier Cappé, Aurélien Garivier: On Bayesian Upper Confidence Bounds for Bandit Problems. Journal of Machine Learning Research - Proceedings Track 22: 592-600 (2012)

Alexandre Lung-Yut-Fong, Céline Lévy-Leduc, Olivier Cappé: Distributed detection/localization of change-points in high-dimensional network traffic data. Statistics and Computing 22(1): 485-496 (2012)

Alexandre Lung-Yut-Fong, Céline Lévy-Leduc, Olivier Cappé: Distributed detection/localization of change-points in high-dimensional network traffic data. Statistics and Computing 22(2): 485-496 (2012)

Hemant Misra, François Yvon, Olivier Cappé, Joemon M. Jose: Text segmentation: A topic modeling perspective. Inf. Process. Manage. 47(4): 528-544 (2011)

Aurélien Garivier, Olivier Cappé: The KL-UCB Algorithm for Bounded Stochastic Bandits and Beyond. Journal of Machine Learning Research - Proceedings Track 19: 359-376 (2011)

Sarah Filippi, Olivier Cappé, Aurélien Garivier: Optimally Sensing a Single Channel Without Prior Information: The Tiling Algorithm and Regret Bounds. J. Sel. Topics Signal Processing 5(1): 68-76 (2011)

Alexandre Lung-Yut-Fong, Céline Lévy-Leduc, Olivier Cappé: Robust changepoint detection based on multivariate rank statistics. ICASSP 2011: 3608-3611

Aurélien Garivier, Olivier Cappé: The KL-UCB Algorithm for Bounded Stochastic Bandits and Beyond. CoRR abs/1102.2490 (2011)

Nataliya Sokolovska, Thomas Lavergne, Olivier Cappé, François Yvon: Efficient Learning of Sparse Conditional Random Fields for Supervised Sequence Labeling. J. Sel. Topics Signal Processing 4(6): 953-964 (2010)

Thomas Lavergne, Olivier Cappé, François Yvon: Practical Very Large Scale CRFs. ACL 2010: 504-513

Sarah Filippi, Olivier Cappé, Aurélien Garivier, Csaba Szepesvári: Parametric Bandits: The Generalized Linear Case. NIPS 2010: 586-594

Sarah Filippi, Olivier Cappé, Aurélien Garivier: Optimism in Reinforcement Learning Based on Kullback-Leibler Divergence. CoRR abs/1004.5229 (2010)

Nataliya Sokolovska, Olivier Cappé, François Yvon: Selecting features with L1 regularization in Conditional Random Fields. TAL 50(3): 139-171 (2009)

Hemant Misra, François Yvon, Joemon M. Jose, Olivier Cappé: Text segmentation via topic modeling: an analytical study. CIKM 2009: 1553-1556

Zaïd Harchaoui, Félicien Vallet, Alexandre Lung-Yut-Fong, Olivier Cappé: A regularized kernel-based approach to unsupervised audio segmentation. ICASSP 2009: 1665-1668

Sarah Filippi, Olivier Cappé, Aurélien Garivier: Regret Bounds for Opportunistic Channel Access. CoRR abs/0908.0319 (2009)

Nataliya Sokolovska, Thomas Lavergne, Olivier Cappé, François Yvon: Efficient Learning of Sparse Conditional Random Fields for Supervised Sequence Labelling. CoRR abs/0909.1308 (2009)

Alexandre Lung-Yut-Fong, Céline Lévy-Leduc, Olivier Cappé: Distributed detection/localization of change-points in high-dimensional network traffic data. CoRR abs/0909.5524 (2009)

Olivier Cappé, Randal Douc, Arnaud Guillin, Jean-Michel Marin, Christian P. Robert: Adaptive importance sampling in general mixture classes. Statistics and Computing 18(4): 447-459 (2008)

Erwan Moreau, François Yvon, Olivier Cappé: Robust Similarity Measures for Named Entities Matching. COLING 2008: 593-600

Sarah Filippi, Olivier Cappé, Fabrice Clérot, Eric Moulines: A Near Optimal Policy for Channel Allocation in Cognitive Radio. EWRL 2008: 69-81

Nataliya Sokolovska, Olivier Cappé, François Yvon: The asymptotics of semi-supervised learning in discriminative probabilistic models. ICML 2008: 984-991

Loïs Rigouste, Olivier Cappé, François Yvon: Inference and evaluation of the multinomial mixture model for text clustering. Inf. Process. Manage. 43(5): 1260-1280 (2007)

Olivier Cappé, Eric Moulines: Online EM Algorithm for Latent Data Models. CoRR abs/0712.4273 (2007)

Loïs Rigouste, Olivier Cappé, François Yvon: Inference and Evaluation of the Multinomial Mixture Model for Text Clustering. CoRR abs/cs/0606069 (2006)

Randal Douc, Olivier Cappé, Eric Moulines: Comparison of Resampling Schemes for Particle Filtering. CoRR abs/cs/0507025 (2005)

Olivier Cappé: A Bayesian approach for simultaneous segmentation and classification of count data. IEEE Transactions on Signal Processing 50(2): 400-410 (2002)

Jean-Yves Tourneret, Olivier Cappé: Signal processing special issue on Markov Chain Monte Carlo (MCMC) methods for signal processing. Signal Processing 81(1): 1-2 (2001)

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 Processing 81(11): 2447 (2001)

Marine Campedel-Oudot, Olivier Cappé, Eric Moulines: Estimation of the spectral envelope of voiced sounds using a penalized likelihood approach. IEEE Transactions on Speech and Audio Processing 9(5): 469-481 (2001)

Vincent Buchoux, Olivier Cappé, Eric Moulines, Alexei Gorokhov: On the performance of semi-blind subspace-based channel estimation. IEEE Transactions on Signal Processing 48(6): 1750-1759 (2000)

Olivier Cappé, Arnaud Doucet, Marc Lavielle, Eric Moulines: Simulation-based methods for blind maximum-likelihood filter identification. Signal Processing 73(1-2): 3-25 (1999)

Vincent Buchoux, Lisa Perros-Meilhac, Olivier Cappé, Eric Moulines: Blind and semi-blind equalization: methods and algorithms. Annales des Télécommunications 53(11-12): 449-465 (1998)

Olivier Cappé, Chafic Mokbel, Denis Jouvet, Eric Moulines: An algorithm for maximum likelihood estimation of hidden Markov models with unknown state-tying. IEEE Transactions on Speech and Audio Processing 6(1): 61-70 (1998)

Yannis Stylianou, Olivier Cappé, Eric Moulines: Continuous probabilistic transform for voice conversion. IEEE Transactions on Speech and Audio Processing 6(2): 131-142 (1998)

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 Transactions on Speech and Audio Processing 2(2): 345-349 (1994)