2011

Olivier Cappé. Online EM algorithm for hidden Markov models. J. Comput. Graph. Statist., 20(3):728–749, September 2011. (DOI)
Aurélien Garivier and Olivier Cappé. The KL-UCB algorithm for bounded stochastic bandits and beyond. In Conf. Learning Theory (COLT), Budapest, Hungary, July 2011.
Olivier Cappé. Online expectation-maximisation. In K. Mengersen, M. Titterington, and Christian P. Robert, editors, Mixtures: Estimation and Applications. Wiley, 2011.
Alexandre Lung-Yut-Fong, Céline Lévy-Leduc, and Olivier Cappé. Estimation robuste de ruptures multiples dans un signal multivarié. In Colloque du GRETSI, Bordeaux, France, septembre 2011.
Olivier Cappé, Cédric Févotte, and David Rohde. Algorithme EM en ligne simulé pour la factorisation non-négative probabiliste. In Colloque du GRETSI, Bordeaux, France, septembre 2011.
Cédric Févotte, Olivier Cappé, and Ali Taylan Cemgil. Efficient Markov chain Monte Carlo inference in composite models with space alternating data augmentation. In IEEE Workshop on Statistical Signal Processing, Nice, France, June 2011.
David Rohde and Olivier Cappé. Online maximum-likelihood estimation for latent factor models. In IEEE Workshop on Statistical Signal Processing, Nice, France, June 2011.
Alexandre Lung-Yut-Fong, Céline Lévy-Leduc, and Olivier Cappé. Robust retrospective multiple change-point estimation for multivariate data. In IEEE Workshop on Statistical Signal Processing, Nice, France, June 2011.
Alexandre Lung-Yut-Fong, Céline Lévy-Leduc, and Olivier Cappé. Robust changepoint detection based on multivariate rank statistics. In IEEE Int. Conf. Acoust., Speech, Signal Processing (ICASSP), Prague, Czech Republic, May 2011.
Hemant Misra, François Yvon, Olivier Cappé, and Joemon M. Jose. Text segmentation: A topic modeling perspective. Information Processing & Management, 47:528–544, 2011.
Martin Kilbinger, Karim Benabed, Olivier Cappé, Jean-François Cardoso, Gersende Fort, Simon Prunet, Christian P. Robert, and Darren Wraith. CosmoPMC: Cosmology population Monte Carlo, 2011. CosmoPMC user's guide, version v1.0.
Sarah Filippi, Olivier Cappé, and Aurélien Garivier. Optimally sensing a single channel without prior information: The tiling algorithm and regret bounds. IEEE J. Sel. Topics Signal Process., 5(1):68–76, 2011. (DOI)