Olivier Cappé
Olivier Cappé
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Inference in Hidden Markov Models
O Cappé, E Moulines, T Rydén
Springer-Verlag, New York, 2005
Continuous probabilistic transform for voice conversion
Y Stylianou, O Cappé, E Moulines
IEEE Transactions on speech and audio processing 6 (2), 131-142, 1998
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
Comparison of resampling schemes for particle filtering
R Douc, O Cappé
ISPA 2005. Proceedings of the 4th International Symposium on Image and …, 2005
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
Population monte carlo
O Cappé, A Guillin, JM Marin, CP Robert
Journal of Computational and Graphical Statistics 13 (4), 907-929, 2004
Digital audio restoration
S Godsill, P Rayner, O Cappé
Applications of digital signal processing to audio and acoustics, 133-194, 2002
The KL-UCB algorithm for bounded stochastic bandits and beyond
A Garivier, O Cappé
In Conf. Learning Theory (COLT), 2011
On‐line expectation–maximization algorithm for latent data models
O Cappé, E Moulines
Journal of the Royal Statistical Society: Series B (Statistical Methodology …, 2009
Practical very large scale CRFs
T Lavergne, O Cappé, F Yvon
Proceedings of the 48th Annual Meeting of the Association for Computational …, 2010
On Bayesian upper confidence bounds for bandit problems
E Kaufmann, O Cappé, A Garivier
Artificial intelligence and statistics, 592-600, 2012
Kullback–leibler upper confidence bounds for optimal sequential allocation
O Cappé, A Garivier, OA Maillard, R Munos, G Stoltz
Annals of Statistics 41 (3), 1516-1541, 2013
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
Parametric Bandits: The Generalized Linear Case.
S Filippi, O Cappe, A Garivier, C Szepesvári
NIPS 23, 586-594, 2010
Adaptive importance sampling in general mixture classes
O Cappé, R Douc, A Guillin, JM Marin, CP Robert
Statistics and Computing 18 (4), 447-459, 2008
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
Sequential Monte Carlo smoothing with application to parameter estimation in nonlinear state space models
J Olsson, O Cappé, R Douc, E Moulines
Bernoulli 14 (1), 155-179, 2008
Statistical methods for voice quality transformation
Y Stylianou, O Cappe, E Moulines
Fourth European Conference on Speech Communication and Technology, 1995
Online EM algorithm for hidden Markov models
O Cappé
Journal of Computational and Graphical Statistics 20 (3), 728-749, 2011
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
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