Olivier Cappé

发表

Adaptive importance sampling in general mixture classes

Jean-Michel Marin, Christian P. Robert, Olivier Cappé, 2007, Stat. Comput..

Détection et localisation décentralisées d'anomalies dans le trafic internet

Olivier Cappé, François Roueff, Alexandre Lung-Yut-Fong, 2009 .

Quasi-Newton method for maximum likelihood estimation of hidden Markov models

Eric Moulines, Olivier Cappé, Vincent Buchoux, 1998, Proceedings of the 1998 IEEE International Conference on Acoustics, Speech and Signal Processing, ICASSP '98 (Cat. No.98CH36181).

Blind and semi-blind equalization: methods and algorithms

Eric Moulines, Olivier Cappé, Vincent Buchoux, 1998, Ann. des Télécommunications.

Enhancement of speech based on non-parametric estimation of a time varying harmonic representation

Olivier Cappé, Stéphanie Dubost, 2000, 2000 IEEE International Conference on Acoustics, Speech, and Signal Processing. Proceedings (Cat. No.00CH37100).

On the Complexity of A/B Testing

Aurélien Garivier, Olivier Cappé, Emilie Kaufmann, 2014, COLT.

Efficient Learning of Sparse Conditional Random Fields for Supervised Sequence Labeling

Nataliya Sokolovska, François Yvon, Olivier Cappé, 2010, IEEE Journal of Selected Topics in Signal Processing.

Algorithms for Online Influencer Marketing

Silviu Maniu, Bogdan Cautis, Olivier Cappé, 2017, ACM Trans. Knowl. Discov. Data.

Evaluation numérique de l'information de Fisher pour des observations irrégulières de l'état d'une file d'attente

Olivier Cappé, François Roueff, Olivier Cappé, 2003 .

A Bayesian approach for simultaneous segmentation and classification of count data

Olivier Cappé, 2002, IEEE Trans. Signal Process..

Adaptive Metropolis with Online Relabeling

Gersende Fort, Balázs Kégl, Olivier Cappé, 2012, AISTATS.

A regularized kernel-based approach to unsupervised audio segmentation

Zaïd Harchaoui, Olivier Cappé, Alexandre Lung-Yut-Fong, 2009, 2009 IEEE International Conference on Acoustics, Speech and Signal Processing.

Optimism in Reinforcement Learning Based on Kullback-Leibler Divergence pdf

Aurélien Garivier, Olivier Cappé, Sarah Filippi, 2010, ArXiv.

Inference in Hid-den Markov Models

Eric Moulines, Eric Moulines, Olivier Cappé, 2005 .

A Near Optimal Policy for Channel Allocation in Cognitive Radio

Eric Moulines, Olivier Cappé, Sarah Filippi, 2008, EWRL.

Effective Large-Scale Online Influence Maximization

Silviu Maniu, Bogdan Cautis, Olivier Cappé, 2017, 2017 IEEE International Conference on Data Mining (ICDM).

The asymptotics of semi-supervised learning in discriminative probabilistic models

Nataliya Sokolovska, François Yvon, Olivier Cappé, 2008, ICML '08.

Inference in hidden Markov models

Eric Moulines, Olivier Cappé, Tobias Rydén, 2010, Springer series in statistics.

Text segmentation via topic modeling: an analytical study

Joemon M. Jose, François Yvon, Olivier Cappé, 2009, CIKM.

Inference and evaluation of the multinomial mixture model for text clustering pdf

François Yvon, Olivier Cappé, Loïs Rigouste, 2006, Inf. Process. Manag..

On‐line expectation–maximization algorithm for latent data models pdf

Eric Moulines, Olivier Cappé, O. Cappé, 2007, ArXiv.

Weighted Linear Bandits for Non-Stationary Environments

Olivier Cappé, Claire Vernade, Yoan Russac, 2019, NeurIPS.

Estimation of the spectral envelope of voiced sounds using a penalized likelihood approach

Eric Moulines, Olivier Cappé, Marine Campedel, 2001, IEEE Trans. Speech Audio Process..

Recursive computation of smoothed functionals of hidden Markovian processes using a particle approximation

Olivier Cappé, O. Cappé, 2001, Monte Carlo Methods Appl..

Statistical methods for voice quality transformation

Eric Moulines, Yannis Stylianou, Olivier Cappé, 1995, EUROSPEECH.

Distributed detection/localization of change-points in high-dimensional network traffic data

Olivier Cappé, Alexandre Lung-Yut-Fong, Céline Lévy-Leduc, 2009, Statistics and Computing.

Bayesian Analysis of Overdispersed Count Data with Application to Teletraffic Monitoring

Eric Moulines, Olivier Cappé, Randal Douc, 1998, COMPSTAT.

Ten years of HMMs

Olivier Cappé, O. Cappé, 2001 .

Evaluation of short-time spectral attenuation techniques for the restoration of musical recordings

Jean Laroche, Olivier Cappé, 1995, IEEE Trans. Speech Audio Process..

Practical Very Large Scale CRFs

François Yvon, Olivier Cappé, Thomas Lavergne, 2010, ACL.

Using LDA to detect semantically incoherent documents

François Yvon, Olivier Cappé, Hemant Misra, 2008, CoNLL.

Soft nonnegative matrix co-factorizationwith application to multimodal speaker diarization

Olivier Cappé, Slim Essid, Cédric Févotte, 2013, 2013 IEEE International Conference on Acoustics, Speech and Signal Processing.

Comparison of resampling schemes for particle filtering

Eric Moulines, Olivier Cappé, Randal Douc, 2005, ISPA 2005. Proceedings of the 4th International Symposium on Image and Signal Processing and Analysis, 2005..

Polynomial quasi-harmonic models for speech analysis and synthesis

Eric Moulines, Frédéric Bimbot, Olivier Cappé, 1998, Proceedings of the 1998 IEEE International Conference on Acoustics, Speech and Signal Processing, ICASSP '98 (Cat. No.98CH36181).

ON THE USE OF VARIABLE LENGTH WINDOWS IN THE RESTORATION OF AUDIO RECORDINGS

Olivier Cappé, O. Cappé, 1992 .

Piecewise constant nonnegative matrix factorization

Olivier Cappé, Slim Essid, Cédric Févotte, 2014, 2014 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

Text segmentation: A topic modeling perspective

Joemon M. Jose, François Yvon, Olivier Cappé, 2011, Inf. Process. Manag..

Stochastic Bandit Models for Delayed Conversions pdf

Vianney Perchet, Olivier Cappé, Claire Vernade, 2017, UAI.

On the use of particle filtering for maximum likelihood parameter estimation

Eric Moulines, Olivier Cappé, O. Cappé, 2005, 2005 13th European Signal Processing Conference.

A Comparative Study of Temporal Non-Negative Matrix Factorization with Gamma Markov Chains pdf

Olivier Cappé, Cédric Févotte, Olivier Gouvert, 2020, ArXiv.

Learning from missing data using selection bias in movie recommendation

Olivier Cappé, Claire Vernade, O. Cappé, 2015, 2015 IEEE International Conference on Data Science and Advanced Analytics (DSAA).

Continuous probabilistic transform for voice conversion

Eric Moulines, Yannis Stylianou, Olivier Cappé, 1998, IEEE Trans. Speech Audio Process..

Simulation-based methods for blind maximum-likelihood filter identification

Eric Moulines, Arnaud Doucet, Olivier Cappé, 1999, Signal Process..

Selecting features with L1 regularization in Conditional Random Fields

Nataliya Sokolovska, François Yvon, Olivier Cappé, 2009, Trait. Autom. des Langues.

The KL-UCB Algorithm for Bounded Stochastic Bandits and Beyond pdf

Aurélien Garivier, Olivier Cappé, Aurélien Garivier, 2011, COLT.

Online Model-Free Influence Maximization with Persistence pdf

Silviu Maniu, Bogdan Cautis, Olivier Cappé, 2017, ArXiv.

Recursive Em Algorithm with Applications to Doa Estimation

Eric Moulines, Olivier Cappé, Maurice Charbit, 2006, 2006 IEEE International Conference on Acoustics Speech and Signal Processing Proceedings.

Long-range dependence and heavy-tail modeling for teletraffic data

Athina P. Petropulu, Jean-Christophe Pesquet, Olivier Cappé, 2002, IEEE Signal Process. Mag..

Kernel-Based for Testing

Olivier Cappé, Francis Bach, Zaid Harchaoui, 2013 .

An Overview of Existing Methods and Recent Advances in Sequential Monte Carlo

Simon J. Godsill, Eric Moulines, Olivier Cappé, 2007, Proceedings of the IEEE.

Erratum to: "Special Section on Markov Chain Monte Carlo (MCMC) Methods for Signal Processing" [Signal Processing 81 (1) (January 2001) 1-83]

Jean-Yves Tourneret, Olivier Cappé, O. Cappé, 2001, Signal Process..

François Yvon, Olivier Cappé, Erwan Moreau, 2008, COLING.

On Bayesian Upper Confidence Bounds for Bandit Problems

Aurélien Garivier, Olivier Cappé, Emilie Kaufmann, 2012, AISTATS.

Regret Bounds for Opportunistic Channel Access pdf

Aurélien Garivier, Olivier Cappé, Sarah Filippi, 2009, ArXiv.

Signal Processing

Zaïd Harchaoui, Eric Moulines, Francis R. Bach, 2013, 2020 27th International Conference on Mixed Design of Integrated Circuits and System (MIXDES).

Robust changepoint detection based on multivariate rank statistics

Olivier Cappé, Alexandre Lung-Yut-Fong, Céline Lévy-Leduc, 2011, 2011 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

A propos de l'utilisation des méthodes de Monte Carlo séquentielles pour l'estimation de paramètres dans les modèles de Markov cachés

Eric Moulines, Olivier Cappé, Olivier Cappé, 2005 .

Digital audio restoration

Simon J. Godsill, Peter J. W. Rayner, Olivier Cappé, 1998 .

Learning with the online EM algorithm

Olivier Cappé, 2013 .

Parametric Bandits: The Generalized Linear Case

Aurélien Garivier, Csaba Szepesvári, Olivier Cappé, 2010, NIPS.

Signal processing special issue on Markov Chain Monte Carlo (MCMC) methods for signal processing

Jean-Yves Tourneret, Olivier Cappé, O. Cappé, 2001, Signal Process..

Optimally Sensing a Single Channel Without Prior Information: The Tiling Algorithm and Regret Bounds

Aurélien Garivier, Olivier Cappé, Sarah Filippi, 2011, IEEE Journal of Selected Topics in Signal Processing.

On the Complexity of Best-Arm Identification in Multi-Armed Bandit Models

Aurélien Garivier, Olivier Cappé, Emilie Kaufmann, 2014, J. Mach. Learn. Res..

Inference in Hidden Markov Models (Springer Series in Statistics)

Eric Moulines, Olivier Cappé, Tobias Rydén, 2005 .

Reversible Jump MCMC Converging to Birth-and-Death MCMC and More General Continuous Time Samplers

Christian P. Robert, Olivier Cappé, Tobias Rydén, 2001 .

Multiple-Play Bandits in the Position-Based Model

Olivier Cappé, Paul Lagrée, Claire Vernade, 2016, NIPS.

Elimination of the musical noise phenomenon with the Ephraim and Malah noise suppressor

Olivier Cappé, O. Cappé, 1994, IEEE Trans. Speech Audio Process..

On the performance of semi-blind subspace-based channel estimation

Eric Moulines, Olivier Cappé, Alexei Gorokhov, 2000, IEEE Trans. Signal Process..

An algorithm for maximum likelihood estimation of hidden Markov models with unknown state-tying

Eric Moulines, Chafic Mokbel, Denis Jouvet, 1998, IEEE Trans. Speech Audio Process..

Semi-automatic labeling of coreferent named entities: an experimental study

François Yvon, Olivier Cappé, Erwan Moreau, 2008 .

A system for voice conversion based on probabilistic classification and a harmonic plus noise model

Yannis Stylianou, Olivier Cappé, 1998, Proceedings of the 1998 IEEE International Conference on Acoustics, Speech and Signal Processing, ICASSP '98 (Cat. No.98CH36181).

Soft Nonnegative Matrix Co-Factorization

Olivier Cappé, Slim Essid, Cédric Févotte, 2014, IEEE Transactions on Signal Processing.

The Polish Academy of Sciences

Takao Hinamoto, Pascal Frossard, Paavo Alku, 1961, Nature.

Population Monte Carlo for Ion Channel Restoration

Jean-Michel Marin, Christian P. Robert, Olivier Cappé, 2002 .

On the Convergence of the Monte Carlo Maximum Likelihood Method for Latent Variable Models

Eric Moulines, Christian P. Robert, Olivier Cappé, 2002 .

Sequential Monte Carlo smoothing with estimation in non-linear state space models

Eric Moulines, Olivier Cappé, Jimmy Olsson, 2006 .

EM Algorithm for Hidden Markov Models

Olivier Cappé, O. Cappé, 2018 .