Nombre de documents

34

CV de Olivier Cappé


Pré-publication, Document de travail4 documents

  • Claire Vernade, Olivier Cappé. Learning From Missing Data Using Selection Bias in Movie Recommendation. 2015. <hal-01207114>
  • Alexandre Lung-Yut-Fong, Céline Lévy-Leduc, Olivier Cappé. Homogeneity and change-point detection tests for multivariate data using rank statistics. 30 pages, submitted. 2012. <hal-00607410v3>
  • Martin Kilbinger, Darren Wraith, Christian Robert, Karim Benabed, Olivier Cappe, et al.. Bayesian model comparison in cosmology with Population Monte Carlo. 11 pages, 6 figures. Submitted to MNRAS. 2009. <hal-00441161>
  • Darren Wraith, Martin Kilbinger, Karim Benabed, Olivier Cappé, Jean-François Cardoso, et al.. Estimation of cosmological parameters using adaptive importance sampling. 17 pages, 11 figures. 2009. <hal-00365944>

Article dans une revue15 documents

  • Emilie Kaufmann, Olivier Cappé, Aurélien Garivier. On the Complexity of Best Arm Identification in Multi-Armed Bandit Models. Journal of Machine Learning Research, Journal of Machine Learning Research, 2016, 17, pp.1-42. <hal-01024894v2>
  • Rémi Bardenet, Olivier Cappé, Gersende Fort, Balázs Kégl. Adaptive MCMC with online relabeling. Bernoulli, Bernoulli Society for Mathematical Statistics and Probability, 2015, 21 (3), p. 1304-1340. <10.3150/13-BEJ578>. <in2p3-01115785>
  • Zaid Harchaoui, Francis Bach, Olivier Cappé, Eric Moulines. Kernel-Based Methods for Hypothesis Testing: A Unified View. IEEE Signal Processing Magazine, Institute of Electrical and Electronics Engineers, 2013, Special Issue on Advances in Kernel-Based Learning for Signal Processing, 30 (4), pp.87-97. <10.1109/MSP.2013.2253631>. <hal-00841978>
  • Olivier Cappé, Aurélien Garivier, Odalric-Ambrym Maillard, Rémi Munos, Gilles Stoltz. Kullback-Leibler Upper Confidence Bounds for Optimal Sequential Allocation. Annals of Statistics, Institute of Mathematical Statistics, 2013, 41 (3), pp.1516-1541. <hal-00738209v2>
  • Olivier Cappé. Online EM Algorithm for Hidden Markov Models. J. Comput. Graph. Statist., 2011, 20 (3), pp.728-749. <10.1198/jcgs.2011.09109>. <hal-00410106v2>
  • Alexandre Lung-Yut-Fong, Céline Lévy-Leduc, Olivier Cappé. Distributed detection/localization of change-points in high-dimensional network traffic data. Statistics and Computing, Springer Verlag (Germany), 2011, pp.1-12. <10.1007/s11222-011-9240-5>. <hal-00420862v2>
  • Nataliya Sokolovska, Thomas Lavergne, Olivier Cappé, François Yvon. Efficient Learning of Sparse Conditional Random Fields for Supervised Sequence Labelling. IEEE J. Sel. Topics Signal Process, 2010, 4 (6), pp.953-964. <10.1109/JSTSP.2010.2076150>. <hal-00414107v2>
  • Sarah Filippi, Olivier Cappé, Aurélien Garivier. Optimally Sensing a Single Channel Without Prior Information: The Tiling Algorithm and Regret Bounds. IEEE Journal of Selected Topics in Signal Processing, IEEE, 2010, 5 (1), pp.68 - 76. <10.1109/JSTSP.2010.2058091>. <hal-00408867v2>
  • Darren Wraith, Martin Kilbinger, Karim Benabed, Olivier Cappe, Jean-Francois Cardoso, et al.. Estimation of cosmological parameters using adaptive importance sampling. Physical Review D, American Physical Society, 2009, 80, pp.023507. <10.1103/PhysRevD.80.023507>. <hal-00450727>
  • Olivier Cappé, Eric Moulines. Online EM Algorithm for Latent Data Models. Journal of the Royal Statistical Society: Series B, Royal Statistical Society, 2009, 71 (3), pp.593-613. <10.1111/j.1467-9868.2009.00698.x>. <hal-00201327v4>
  • Olivier Cappé, Randal Douc, Arnaud Guillin, Jean-Michel Marin, Christian Robert. Adaptive Importance Sampling in General Mixture Classes. Statistics and Computing, Springer Verlag (Germany), 2008, 18 (4), pp.447-459. <10.1007/s11222-008-9059-x>. <hal-00180669v4>
  • Jimmy Olsson, Olivier Cappé, Randal Douc, Eric Moulines. Sequential Monte Carlo smoothing with application to parameter estimation in non-linear state space models. Bernoulli, Bernoulli Society for Mathematical Statistics and Probability, 2008, 14 (1), pp.155-179. <10.3150/07-BEJ6150>. <hal-00096080v2>
  • Loïs Rigouste, Olivier Cappé, François Yvon. Inference and Evaluation of the Multinomial Mixture Model for Text Clustering. Information Processing & Management, Elsevier, 2007, 43 (5), pp.1260­1280. <10.1016/j.ipm.2006.11.001>. <hal-00080133>
  • Olivier Cappé, Arnaud Guillin, Jean-Michel Marin, Christian Robert. Population Monte Carlo. Journal of Computational and Graphical Statistics, Taylor & Francis, 2004, 13 (4), pp.907-929. <hal-01337419>
  • Olivier Cappé, Eric Moulines, Jean-Christophe Pesquet, Athina Petropulu, Xueshi Yang. Long-range dependence and heavy-tail modeling for teletraffic data. IEEE Signal Processing Magazine, Institute of Electrical and Electronics Engineers, 2002, ? (1), pp.14-27. <hal-00621749>

Communication dans un congrès12 documents

  • Paul Lagrée, Claire Vernade, Olivier Cappé. Multiple-Play Bandits in the Position-Based Model. Neural Information Processing Systems (NIPS), Jan 2016, Barcelone, Spain. <hal-01328003>
  • Emilie Kaufmann, Olivier Cappé, Aurélien Garivier. On the Complexity of A/B Testing. Conference on Learning Theory, Jun 2014, Barcelona, Spain. JMLR: Workshop and Conference Proceedings, 35, pp.461-481, 2014, Proceedings of The 27th Conference on Learning Theory. <http://jmlr.org/proceedings/papers/v35/>. <hal-00990254v2>
  • Alexandre Lung-Yut-Fong, Céline Lévy-Leduc, Olivier Cappé. Robust Retrospective Multiple Change-point Estimation for Multivariate Data. Statistical Signal Processing Workshop, Jun 2011, Nice, France. pp.405--408, 2011, <10.1109/SSP.2011.5967716>. <hal-00564410v2>
  • Sarah Filippi, Olivier Cappé, Aurélien Garivier. Optimism in Reinforcement Learning and Kullback-Leibler Divergence. Communication, Control, and Computing (Allerton), 2010 48th Annual Allerton Conference on, Sep 2010, Monticello (Illinois), United States. pp.115 - 122, 2010, <10.1109/ALLERTON.2010.5706896>. <hal-00476116v3>
  • Erwan Moreau, François Yvon, Olivier Cappé. Robust similarity measures for named entities matching. COLING 2008, Aug 2008, Manchester, United Kingdom. ACL, pp.593-600, 2008. <hal-00487084>
  • Erwan Moreau, François Yvon, Olivier Cappé. Appariement d'entités nommées coréférentes : combinaisons de mesures de similarité par apprentissage supervisé. TALN 2008, Jun 2008, Avignon, France. pp.Online Proceedings, 2008. <hal-00487081>
  • Erwan Moreau, François Yvon, Olivier Cappé. Semi-automatic labeling of coreferent named entities: an experimental study. LREC 2008 workshop W15: 'Resources and Evaluation for Identity Matching, Entity Resolution and Entity Management', 2008, Marrakech, Morocco. pp.1-7, 2008. <hal-00487082>
  • Randal Douc, Olivier Cappé, Eric Moulines. Comparison of Resampling Schemes for Particle Filtering. 2005, pp.64-69, 2005, ISSN: 1845-5921. <hal-00005883>
  • Fabrice Clérot, Olivier Collin, Olivier Cappé, Eric Moulines. Le modèle "monomaniaque" un modèle statistique simple pour l'analyse exploratoire d'un corpus de textes. Jun 2004, 2004. <sic_00001261>
  • Eric Grivel, Olivier Cappé, A. Ferrari. Le modèle harmonique et son application au rehaussement de signaux de parole. GRETSI, 2001, Toulouse, France. pp., 2001. <hal-00167763>
  • Olivier Cappé. Spectral Envelope Estimation using a Penalized Likelihood Criterion. IEEE ASSP Workshop on Applications of Signal Processing to Audio and Acoustics, Oct 1997, Mohonk, États-Unis. 1997. <hal-01105474>
  • Olivier Cappé. Estimation robuste de l'enveloppe spectrale d'un signal harmonique bruité. Seizième colloque Gretsi sur le traitement du signal et des images, Sep 1997, Grenoble, France. 1997. <hal-01105475>

Rapport1 document

  • Olivier Cappé, Randal Douc, Arnaud Guillin, Jean-Michel Marin, Christian Robert. Adaptive Importance Sampling in General Mixture Classes. [Research Report] RR-6332, INRIA. 2008. <inria-00181474v4>

Chapitre d'ouvrage1 document

  • Olivier Cappé. Online Expectation-Maximisation. K. Mengersen and M. Titterington and C. P. Robert. Mixtures: Estimation and Applications, Wiley, pp.1-53, 2011. <hal-00532968>

Document associé à des manifestations scientifiques1 document

  • Sarah Filippi, Olivier Cappé, Aurelien Garivier. Optimisme en apprentissage par renforcement et divergence de Kullback-Leibler. Journées MAS et Journée en l'honneur de Jacques Neveu, Aug 2010, Talence, France. <inria-00510327>