• Olivier Cappé, Randal Douc, Arnaud Guillin, Jean-Michel Marin, and Christian P. Robert. Adaptive importance sampling in general mixture classes. Statistics and Computing, 18(4):447–459, 2008. (DOI)
• Hemant Misra, Olivier Cappé, and François Yvon. Using LDA to detect semantically incoherent documents. In Conf. Computational Natural Language Learning (CoNLL), Manchester, UK, 2008.
• Sarah Filippi, Olivier Cappé, Fabrice Clérot, and Eric Moulines. A near optimal policy for channel allocation in cognitive radio. In Recent Advances in Reinforcement Learning, Lectures Notes in Computer Science, volume 5323, pages 69–81, Lille, France, June 2008.
• Erwan Moreau, François Yvon, and Olivier Cappé. Robust similarity measures for named entities matching. In Int. Conf. Computational Linguistics (COLING), Manchester, UK, 2008.
• Erwan Moreau, François Yvon, and Olivier Cappé. Appariement d'entités nommées coréférentes : combinaisons de mesures de similarité par apprentissage supervisé. In Conférence sur le Traitement Automatique des Langues (TALN), Avignon, France, 2008.
• Erwan Moreau, François Yvon, and Olivier Cappé. Semi-automatic labeling of coreferent named entities: an experimental study. In Proceedings of the LREC 2008 workshop W15: 'esources and Evaluation for Identity Matching, Entity Resolution and Entity Management, pages 1–7, Marrakech, Maroc, 2008.
• Nataliya Sokolovska, Olivier Cappé, and François Yvon. The asymptotics of semi-supervised learning in discriminative probabilistic models. In A. McCallum and S. Roweis, editors, Int. Conf. Machine Learning (ICML), pages 984–991. Omnipress, 2008.
• Jimmy Olsson, Olivier Cappé, Randal Douc, and Eric Moulines. Sequential Monte Carlo smoothing with application to parameter estimation in non-linear state space models. Bernoulli, 14(1):155–179, 2008. (DOI)