| Continuous probabilistic transform for voice conversion Y Stylianou, O Cappé, E Moulines IEEE Transactions on speech and audio processing 6 (2), 131-142, 1998 | 1382 | 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 | 1361 | 2007 |
| Comparison of resampling schemes for particle filtering R Douc, O Cappé ISPA 2005. Proceedings of the 4th International Symposium on Image and …, 2005 | 1278 | 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 | 818 | 1994 |
| The KL-UCB algorithm for bounded stochastic bandits and beyond A Garivier, O Cappé In Conf. Learning Theory (COLT), 2011 | 727 | 2011 |
| Population monte carlo O Cappé, A Guillin, JM Marin, CP Robert Journal of Computational and Graphical Statistics 13 (4), 907-929, 2004 | 608 | 2004 |
| On-line expectation–maximization algorithm for latent data models O Cappé, E Moulines Journal of the Royal Statistical Society Series B: Statistical Methodology …, 2009 | 596 | 2009 |
| 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 | 581 | 2016 |
| Digital audio restoration S Godsill, P Rayner, O Cappé Applications of digital signal processing to audio and acoustics, 133-194, 2002 | 574 | 2002 |
| Parametric bandits: The generalized linear case S Filippi, O Cappe, A Garivier, C Szepesvári Advances in neural information processing systems 23, 2010 | 522 | 2010 |
| Practical very large scale CRFs T Lavergne, O Cappé, F Yvon Proceedings of the 48th Annual Meeting of the Association for Computational …, 2010 | 493 | 2010 |
| On Bayesian upper confidence bounds for bandit problems E Kaufmann, O Cappé, A Garivier Artificial intelligence and statistics, 592-600, 2012 | 446 | 2012 |
| 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 | 417 | 2013 |
| Adaptive importance sampling in general mixture classes O Cappé, R Douc, A Guillin, JM Marin, CP Robert Statistics and Computing 18, 447-459, 2008 | 366 | 2008 |
| Sequential Monte Carlo smoothing with application to parameter estimation in nonlinear state space models J Olsson, O Cappé, R Douc, E Moulines | 208 | 2008 |
| Online EM algorithm for hidden Markov models O Cappé Journal of Computational and Graphical Statistics 20 (3), 728-749, 2011 | 203 | 2011 |
| 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 | 199 | 2002 |
| 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 | 183 | 2003 |
| Statistical methods for voice quality transformation Y Stylianou Proc. EUROSPEECH, Madrid, September 1995, 1995 | 181 | 1995 |
| Inference and evaluation of the multinomial mixture model for text clustering L Rigouste, O Cappé, F Yvon Information processing & management 43 (5), 1260-1280, 2007 | 138 | 2007 |
| 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 | 135 | 2009 |
| Optimism in reinforcement learning and Kullback-Leibler divergence S Filippi, O Cappé, A Garivier 2010 48th Annual Allerton Conference on Communication, Control, and …, 2010 | 126 | 2010 |
| Weighted linear bandits for non-stationary environments Y Russac, C Vernade, O Cappé Advances in Neural Information Processing Systems 32, 2019 | 119 | 2019 |
| Robust similarity measures for named entities matching E Moreau, F Yvon, O Cappé Proceedings of the 22nd International Conference on Computational …, 2008 | 116 | 2008 |
| Retrospective mutiple change-point estimation with kernels Z Harchaoui, O Cappé 2007 IEEE/SP 14th Workshop on Statistical Signal Processing, 768-772, 2007 | 106 | 2007 |
| Regularized estimation of cepstrum envelope from discrete frequency points O Cappé, J Laroche, E Moulines Proceedings of 1995 Workshop on Applications of Signal Processing to Audio …, 1995 | 106 | 1995 |
| Text segmentation: A topic modeling perspective H Misra, F Yvon, O Cappé, J Jose Information Processing & Management 47 (4), 528-544, 2011 | 101 | 2011 |
| Multiple-play bandits in the position-based model P Lagrée, C Vernade, O Cappe Advances in Neural Information Processing Systems 29, 2016 | 100 | 2016 |
| Estimation of cosmological parameters using adaptive importance sampling D Wraith, M Kilbinger, K Benabed, O Cappe, JF Cardoso, G Fort, S Prunet, ... Physical Review D 80 (2), 023507, 2009 | 98 | 2009 |
| A regularized kernel-based approach to unsupervised audio segmentation Z Harchaoui, F Vallet, A Lung-Yut-Fong, O Cappé 2009 IEEE international conference on acoustics, speech and signal …, 2009 | 97 | 2009 |
| Stochastic bandit models for delayed conversions C Vernade, O Cappé, V Perchet Conference on Uncertainty in Artificial Intelligence (UAI), 2017 | 95 | 2017 |
| On the performance of semi-blind subspace-based channel estimation V Buchoux, O Cappé, É Moulines, A Gorokhov IEEE Transactions on Signal Processing 48 (6), 1750-1759, 2000 | 93 | 2000 |
| A system for voice conversion based on probabilistic classification and a harmonic plus noise model Y Stylianou, O Cappe Proceedings of the 1998 IEEE International Conference on Acoustics, Speech …, 1998 | 85 | 1998 |
| Regularization techniques for discrete cepstrum estimation O Cappé, E Moulines IEEE signal processing letters 3 (4), 100-102, 1996 | 85 | 1996 |
| Kernel-based methods for hypothesis testing: A unified view Z Harchaoui, F Bach, O Cappe, E Moulines IEEE Signal Processing Magazine 30 (4), 87-97, 2013 | 75 | 2013 |
| Bayesian model comparison in cosmology with Population Monte Carlo M Kilbinger, D Wraith, CP Robert, K Benabed, O Cappé, JF Cardoso, ... Monthly Notices of the Royal Astronomical Society 405 (4), 2381-2390, 2010 | 72 | 2010 |
| On the complexity of A/B testing E Kaufmann, O Cappé, A Garivier Conference on Learning Theory, 461-481, 2014 | 71 | 2014 |
| Using LDA to detect semantically incoherent documents H Misra, O Cappé, F Yvon CoNLL 2008: Proceedings of the Twelfth Conference on Computational Natural …, 2008 | 70 | 2008 |
| Soft nonnegative matrix co-factorization N Seichepine, S Essid, C Févotte, O Cappé IEEE Transactions on Signal Processing 62 (22), 5940-5949, 2014 | 65 | 2014 |
| Ten years of HMMs O Cappé URL: www. tsi. enst. fr/~ cappe/docs/hmmbib. html, 2001 | 65 | 2001 |
Eric MoulinesProfesseur, Ecole Polytechnique, Membre de l'Académie des SciencesVerified email at polytechnique.edu
