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Olivier Cappé
Olivier Cappé
CNRS
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An overview of existing methods and recent advances in sequential Monte Carlo
O Cappé, SJ Godsill, E Moulines
Proceedings of the IEEE 95 (5), 899-924, 2007
14032007
Continuous probabilistic transform for voice conversion
Y Stylianou, O Cappé, E Moulines
IEEE Transactions on speech and audio processing 6 (2), 131-142, 1998
13991998
Comparison of resampling schemes for particle filtering
R Douc, O Cappé
ISPA 2005. Proceedings of the 4th International Symposium on Image and …, 2005
13222005
Elimination of the musical noise phenomenon with the Ephraim and Malah noise suppressor
O Cappé
IEEE transactions on Speech and Audio Processing 2 (2), 345-349, 1994
8261994
The KL-UCB algorithm for bounded stochastic bandits and beyond
A Garivier, O Cappé
In Conf. Learning Theory (COLT), 2011
7842011
On the complexity of best-arm identification in multi-armed bandit models
E Kaufmann, O Cappé, A Garivier
The Journal of Machine Learning Research 17 (1), 1-42, 2016
6572016
On-line expectation–maximization algorithm for latent data models
O Cappé, E Moulines
Journal of the Royal Statistical Society Series B: Statistical Methodology …, 2009
6252009
Population monte carlo
O Cappé, A Guillin, JM Marin, CP Robert
Journal of Computational and Graphical Statistics 13 (4), 907-929, 2004
6202004
Digital audio restoration
S Godsill, P Rayner, O Cappé
Applications of digital signal processing to audio and acoustics, 133-194, 2002
5802002
Parametric bandits: The generalized linear case
S Filippi, O Cappe, A Garivier, C Szepesvári
Advances in neural information processing systems 23, 2010
5782010
Practical very large scale CRFs
T Lavergne, O Cappé, F Yvon
Proceedings of the 48th Annual Meeting of the Association for Computational …, 2010
4972010
On Bayesian upper confidence bounds for bandit problems
E Kaufmann, O Cappé, A Garivier
Artificial intelligence and statistics, 592-600, 2012
4822012
Kullback-Leibler upper confidence bounds for optimal sequential allocation
O Cappé, A Garivier, OA Maillard, R Munos, G Stoltz
The Annals of Statistics, 1516-1541, 2013
4492013
Adaptive importance sampling in general mixture classes
O Cappé, R Douc, A Guillin, JM Marin, CP Robert
Statistics and Computing 18, 447-459, 2008
3762008
Sequential Monte Carlo smoothing with application to parameter estimation in nonlinear state space models
J Olsson, O Cappé, R Douc, E Moulines
2132008
Online EM algorithm for hidden Markov models
O Cappé
Journal of Computational and Graphical Statistics 20 (3), 728-749, 2011
2082011
Long-range dependence and heavy-tail modeling for teletraffic data
O Cappé, E Moulines, JC Pesquet, AP Petropulu, X Yang
IEEE signal processing magazine 19 (3), 14-27, 2002
2032002
Reversible jump, birth-and-death and more general continuous time Markov chain Monte Carlo samplers
O Cappé, CP Robert, T Rydén
Journal of the Royal Statistical Society Series B: Statistical Methodology …, 2003
1882003
Statistical methods for voice quality transformation
Y Stylianou, O Cappe, E Moulines
Proc. EuroSpeech 1995, 447-450, 1995
1801995
Text segmentation via topic modeling: an analytical study
H Misra, F Yvon, JM Jose, O Cappé
Proceedings of the 18th ACM conference on Information and knowledge …, 2009
1442009
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