Olivier Cappé

Documents

Présentation

Publications

	An online Minorization-Maximization algorithm Hien Duy Nguyen , Florence Forbes , Gersende Fort , Olivier Cappé 17th Conference of the International Federation of Classification Societies, Jul 2022, Porto, Portugal Communication dans un congrès hal-03542180v1
	On Limited-Memory Subsampling Strategies for Bandits Dorian Baudry , Yoan Russac , Olivier Cappé ICML 2021- International Conference on Machine Learning, Jul 2021, Vienna / Virtual, Austria Communication dans un congrès hal-03265442v1
	Efficient Algorithms for Stochastic Repeated Second-price Auctions Juliette Achddou , Olivier Cappé , Aurélien Garivier ALT 2021 - 32nd International Conference on Algorithmic Learning Theory, Mar 2021, Paris, France Communication dans un congrès hal-02997579v2
	A/B/n Testing with Control in the Presence of Subpopulations Yoan Russac , Christina Katsimerou , Dennis Bohle , Olivier Cappé , Aurélien Garivier NeurIPS 2021 - Thirty-fifth Conference on Neural Information Processing Systems, Dec 2021, Virtual, France Communication dans un congrès hal-03407247v1
	Fast Rate Learning in Stochastic First Price Bidding Juliette Achddou , Olivier Cappé , Aurélien Garivier ACML 2021 - Proceedings of Machine Learning Research 157, 2021, Nov 2021, SIngapore, Singapore Communication dans un congrès hal-03277164v2
	Self-Concordant Analysis of Generalized Linear Bandits with Forgetting Yoan Russac , Louis Faury , Olivier Cappé , Aurélien Garivier AISTATS 2021 - International Conference on Artificial Intelligence and Statistics, Apr 2021, San Diego / Virtual, United States Communication dans un congrès hal-02984117v2
	Weighted Linear Bandits for Non-Stationary Environments Yoan Russac , Claire Vernade , Olivier Cappé NeurIPS 2019 - 33rd Conference on Neural Information Processing Systems, Dec 2019, Vancouver, Canada Communication dans un congrès hal-02291460v2
	Stochastic Bandit Models for Delayed Conversions Claire Vernade , Olivier Cappé , Vianney Perchet Conference on Uncertainty in Artificial Intelligence, Aug 2017, Sydney, Australia Communication dans un congrès hal-01545667v2
	Effective Large-Scale Online Influence Maximization Paul Lagrée , Olivier Cappé , Bogdan Cautis , Silviu Maniu ICDM 2017 - IEEE International Conference on Data Mining, Nov 2017, New Orleans, France. ⟨10.1109/ICDM.2017.118⟩ Communication dans un congrès hal-01687722v1
	Multiple-Play Bandits in the Position-Based Model Paul Lagrée , Claire Vernade , Olivier Cappé Neural Information Processing Systems (NIPS), Jan 2016, Barcelone, Spain Communication dans un congrès hal-01328003v1
	Modèle de distraction pour la sélection séquentielle de contenu Olivier Cappé , Claire Vernade Journées de Statistiques, Jun 2016, Montpellier, France Communication dans un congrès hal-02287453v1
	Learning From Missing Data Using Selection Bias in Movie Recommendation Claire Vernade , Olivier Cappé IEEE Int. Conf. Data Science Advanced Analytics (DSAA), Oct 2015, Paris, France Communication dans un congrès hal-01207114v1
	Piecewise constant nonnegative matrix factorization N. Seichepine , Slim Essid , C. Fevotte , O. Cappe ICASSP 2014 - 2014 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), May 2014, Florence, France. pp.6721-6725, ⟨10.1109/ICASSP.2014.6854901⟩ Communication dans un congrès hal-02943536v1
	Rank-based test statistics for detecting anomalies in network traffic data Olivier Cappé Time Dynamic Change Point Models and its Applications Wokshop, Oct 2014, Goettingen, Germany Communication dans un congrès hal-02288424v1
	On the Complexity of A/B Testing Emilie Kaufmann , Olivier Cappé , Aurélien Garivier Conference on Learning Theory, Jun 2014, Barcelona, Spain. pp.461-481 Communication dans un congrès hal-00990254v2
	Detection and estimation of high energy physical particles using Monte Carlo methods Alireza Roodaki , Rémi Bardenet , Olivier Cappé , Balazs Kegl Colloque du GRETSI, Sep 2013, Brest, France Communication dans un congrès hal-02287064v1
	Soft nonnegative matrix co-factorizationwith application to multimodal speaker diarization N. Seichepine , Slim Essid , C. Fevotte , O. Cappe ICASSP 2013 - 2013 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), May 2013, Vancouver, France. pp.3537-3541, ⟨10.1109/ICASSP.2013.6638316⟩ Communication dans un congrès hal-02943543v1
	Co-factorisation douce en matrices non-négatives. Application au regroupement multimodal de locuteurs Nicolas Seichepine , Slim Essid , Cédric Févotte , Olivier Cappé GRETSI, Sep 2013, Brest, France Communication dans un congrès hal-02286798v1
	Learning with the online EM algorithm Olivier Cappé Invited talk at the StatLearn'13 workshop, Apr 2013, Bordeaux, France Communication dans un congrès hal-02286569v1
	On Bayesian Upper Confidence Bounds for Bandit Problems Emilie Kaufmann , Olivier Cappé , Aurélien Garivier International Conference on Artificial Intelligence and Statistics (AISTAT), Apr 2012, La Palma, Iles Canaries, Spain. pp.592-600 Communication dans un congrès hal-02286440v1
	Adaptive Metropolis with online relabeling R. Bardenet , O. Cappé , Gersende Fort , Balázs Kégl Fifteenth International Conference on Artificial Intelligence and Statistics, Apr 2012, La Palma, Spain. pp.91-99 Communication dans un congrès in2p3-00698479v1
	Robust Retrospective Multiple Change-point Estimation for Multivariate Data Alexandre Lung-Yut-Fong , Céline Lévy-Leduc , Olivier Cappé Statistical Signal Processing Workshop, Jun 2011, Nice, France. pp.405--408, ⟨10.1109/SSP.2011.5967716⟩ Communication dans un congrès hal-00564410v2
	Optimism in Reinforcement Learning and Kullback-Leibler Divergence Sarah Filippi , Olivier Cappé , Aurélien Garivier Communication, Control, and Computing (Allerton), 2010 48th Annual Allerton Conference on, Sep 2010, Monticello (Illinois), United States. pp.115 - 122, ⟨10.1109/ALLERTON.2010.5706896⟩ Communication dans un congrès hal-00476116v3
	Semi-automatic labeling of coreferent named entities: an experimental study Erwan Moreau , François Yvon , Olivier Cappé LREC 2008 workshop W15: 'Resources and Evaluation for Identity Matching, Entity Resolution and Entity Management', 2008, Marrakech, Morocco. pp.1-7 Communication dans un congrès hal-00487082v1
	Robust similarity measures for named entities matching Erwan Moreau , François Yvon , Olivier Cappé COLING 2008, Aug 2008, Manchester, United Kingdom. pp.593-600 Communication dans un congrès hal-00487084v1
	Appariement d'entités nommées coréférentes : combinaisons de mesures de similarité par apprentissage supervisé Erwan Moreau , François Yvon , Olivier Cappé TALN 2008, Jun 2008, Avignon, France. pp.Online Proceedings Communication dans un congrès hal-00487081v1
	Comparison of Resampling Schemes for Particle Filtering Randal Douc , Olivier Cappé , Eric Moulines 2005, pp.64-69 Communication dans un congrès hal-00005883v1
	Le modèle "monomaniaque" un modèle statistique simple pour l'analyse exploratoire d'un corpus de textes Fabrice Clérot , Olivier Collin , Olivier Cappé , Éric Moulines Jun 2004 Communication dans un congrès sic_00001261v1
	Le modèle harmonique et son application au rehaussement de signaux de parole Eric Grivel , Olivier Cappé , Anthony Ferrari GRETSI, 2001, Toulouse, France. pp Communication dans un congrès hal-00167763v1
	Spectral Envelope Estimation using a Penalized Likelihood Criterion Olivier Cappé IEEE ASSP Workshop on Applications of Signal Processing to Audio and Acoustics, Oct 1997, Mohonk, États-Unis Communication dans un congrès hal-01105474v1
	Estimation robuste de l'enveloppe spectrale d'un signal harmonique bruité Olivier Cappé Seizième colloque Gretsi sur le traitement du signal et des images, Sep 1997, Grenoble, France Communication dans un congrès hal-01105475v1

	A Comparative Study of Gamma Markov Chains for Temporal Non-Negative Factorization Louis Filstroff , Olivier Gouvert , Cédric Févotte , Olivier Cappé IEEE Transactions on Signal Processing, 2021, ⟨10.1109/TSP.2021.3060000⟩ Article dans une revue hal-02883800v3
	Algorithms for Online Influencer Marketing Paul Lagrée , Olivier Cappé , Bogdan Cautis , Silviu Maniu ACM Transactions on Knowledge Discovery from Data (TKDD), 2019, 13 (1), pp.1-30. ⟨10.1145/3274670⟩ Article dans une revue hal-01478788v2
	On the Complexity of Best Arm Identification in Multi-Armed Bandit Models Emilie Kaufmann , Olivier Cappé , Aurélien Garivier Journal of Machine Learning Research, 2016, 17, pp.1-42 Article dans une revue hal-01024894v2
	Homogeneity and change-point detection tests for multivariate data using rank statistics Alexandre Lung Yut Fong , Celine Levy Leduc , Olivier Cappe Journal de la Société Française de Statistique, 2015, 156 (4), pp.133-162 Article dans une revue hal-01528845v1
	Adaptive MCMC with online relabeling Rémi Bardenet , Olivier Cappé , Gersende Fort , Balázs Kégl Bernoulli, 2015, 21 (3), p. 1304-1340. ⟨10.3150/13-BEJ578⟩ Article dans une revue in2p3-01115785v1
	Soft Nonnegative Matrix Co-Factorization Nicolas Seichepine , Slim Essid , Cédric Févotte , Olivier Cappé IEEE Transactions on Signal Processing, 2014, 62 (22), pp.5940-5949. ⟨10.1109/TSP.2014.2360141⟩ Article dans une revue hal-01116863v1
	Kernel-Based Methods for Hypothesis Testing: A Unified View Zaid Harchaoui , Francis Bach , Olivier Cappé , Eric Moulines IEEE Signal Processing Magazine, 2013, Special Issue on Advances in Kernel-Based Learning for Signal Processing, 30 (4), pp.87-97. ⟨10.1109/MSP.2013.2253631⟩ Article dans une revue hal-00841978v1
	Kullback-Leibler Upper Confidence Bounds for Optimal Sequential Allocation Olivier Cappé , Aurélien Garivier , Odalric-Ambrym Maillard , Rémi Munos , Gilles Stoltz Annals of Statistics, 2013, 41 (3), pp.1516-1541. ⟨10.1214/13-AOS1119⟩ Article dans une revue hal-00738209v2
	Distributed detection/localization of change-points in highdimensional network traffic data A. Lung-Yut-Fong , C. Lévy-Leduc , O. Cappé Statistics and Computing, 2012, 22 (485-496) Article dans une revue hal-01568799v1
	Online EM Algorithm for Hidden Markov Models Olivier Cappé J. Comput. Graph. Statist., 2011, 20 (3), pp.728-749. ⟨10.1198/jcgs.2011.09109⟩ Article dans une revue hal-00410106v2
	Text segmentation: a topic modeling perspective Hemant Misra , François Yvon , Jaemon Jose , Olivier Cappé Information Processing and Management, 2011, 47, pp.528-544. ⟨10.1016/j.ipm.2010.11.008⟩ Article dans une revue hal-01960703v1
	Distributed detection/localization of change-points in high-dimensional network traffic data Alexandre Lung-Yut-Fong , Céline Lévy-Leduc , Olivier Cappé Statistics and Computing, 2011, pp.1-12. ⟨10.1007/s11222-011-9240-5⟩ Article dans une revue hal-00420862v2
	Efficient Learning of Sparse Conditional Random Fields for Supervised Sequence Labelling Nataliya Sokolovska , Thomas Lavergne , Olivier Cappé , François Yvon IEEE J. Sel. Topics Signal Process, 2010, 4 (6), pp.953-964. ⟨10.1109/JSTSP.2010.2076150⟩ Article dans une revue hal-00414107v2
	Optimally Sensing a Single Channel Without Prior Information: The Tiling Algorithm and Regret Bounds Sarah Filippi , Olivier Cappé , Aurélien Garivier IEEE Journal of Selected Topics in Signal Processing, 2010, 5 (1), pp.68 - 76. ⟨10.1109/JSTSP.2010.2058091⟩ Article dans une revue hal-00408867v2
	Estimation of cosmological parameters using adaptive importance sampling Darren Wraith , Martin Kilbinger , Karim Benabed , Olivier Cappe , Jean-François Cardoso Physical Review D, 2009, 80, pp.023507. ⟨10.1103/PhysRevD.80.023507⟩ Article dans une revue hal-00450727v1
	Online EM Algorithm for Latent Data Models Olivier Cappé , Eric Moulines Journal of the Royal Statistical Society: Series B, 2009, 71 (3), pp.593-613. ⟨10.1111/j.1467-9868.2009.00698.x⟩ Article dans une revue hal-00201327v4
	Adaptive Importance Sampling in General Mixture Classes Olivier Cappé , Randal Douc , Arnaud Guillin , Jean-Michel Marin , Christian P. Robert Statistics and Computing, 2008, 18 (4), pp.447-459. ⟨10.1007/s11222-008-9059-x⟩ Article dans une revue hal-00180669v4
	Sequential Monte Carlo smoothing with application to parameter estimation in non-linear state space models Jimmy Olsson , Olivier Cappé , Randal Douc , Eric Moulines Bernoulli, 2008, 14 (1), pp.155-179. ⟨10.3150/07-BEJ6150⟩ Article dans une revue hal-00096080v2
	Inference and Evaluation of the Multinomial Mixture Model for Text Clustering Loïs Rigouste , Olivier Cappé , François Yvon Information Processing and Management, 2007, 43 (5), pp.12601280. ⟨10.1016/j.ipm.2006.11.001⟩ Article dans une revue hal-00080133v1
	Population Monte Carlo Olivier Cappé , Arnaud Guillin , Jean-Michel Marin , Christian Robert Journal of Computational and Graphical Statistics, 2004, 13 (4), pp.907-929 Article dans une revue hal-01337419v1
	Synthèse de la parole à partir du texte Gael Richard , Olivier Cappé Techniques de l'Ingénieur, 2003 Article dans une revue hal-02652561v1
	Long-range dependence and heavy-tail modeling for teletraffic data Olivier Cappé , Éric Moulines , Jean-Christophe Pesquet , Athina Petropulu , Xueshi Yang IEEE Signal Processing Magazine, 2002, ? (1), pp.14-27 Article dans une revue hal-00621749v1
	ON THE USE OF VARIABLE LENGTH WINDOWS IN THE RESTORATION OF AUDIO RECORDINGS O. Cappé Journal de Physique IV Proceedings, 1992, 02 (C1), pp.C1-101-C1-104. ⟨10.1051/jp4:1992118⟩ Article dans une revue jpa-00251141v1

	Les données multimédia Vincent Claveau , Olivier Cappé Les Big Data à découvert, CNRS Éditions, pp.1, 2017, 978-2-271-11464-8 Chapitre d'ouvrage hal-01848660v1
	Online Expectation-Maximisation Olivier Cappé K. Mengersen and M. Titterington and C. P. Robert. Mixtures: Estimation and Applications, Wiley, pp.1-53, 2011 Chapitre d'ouvrage hal-00532968v1

	Initiative face au virus Observations sur la mobilité pendant l'épidémie de Covid-19 Jamal Atif , Olivier Cappé , Akin Kazakçi , Yannick Léo , Laurent Massoulié [0] Université PSL. 2020 Rapport hal-02921194v1
	Initiative face au virus. Regards croisés sur l'épidemie de Covid-19 apportés par les données sanitaires et de géolocalisation (mars à octobre 2020) Jamal Atif , Bertrand Cabot , Olivier Cappé , Olga Mula , Rafael Pinot [Rapport de recherche] Université PSL; Inria; CNRS. 2020 Rapport hal-03084832v1
	Adaptive Importance Sampling in General Mixture Classes Olivier Cappé , Randal Douc , Arnaud Guillin , Jean-Michel Marin , Christian P. Robert [Research Report] RR-6332, INRIA. 2008 Rapport inria-00181474v4

	Je code : Les bonnes pratiques de développement logiciel Lila Ammour , Olivier Cappé , Thierry Chaventre , Karin Dassas , Marc Dexet 2019 Autre publication scientifique hal-02083801v1

	Regret Analysis of the Stochastic Direct Search Method for Blind Resource Allocation Juliette Achddou , Olivier Cappe , Aurélien Garivier 2022 Pré-publication, Document de travail hal-03805239v1
	Algorithms for Non-Stationary Generalized Linear Bandits Yoan Russac , Olivier Cappé , Aurélien Garivier 2020 Pré-publication, Document de travail hal-02514151v1
	Homogeneity and change-point detection tests for multivariate data using rank statistics Alexandre Lung-Yut-Fong , Céline Lévy-Leduc , Olivier Cappé 2012 Pré-publication, Document de travail hal-00607410v3
	Bayesian model comparison in cosmology with Population Monte Carlo Martin Kilbinger , Darren Wraith , Christian Robert , Karim Benabed , Olivier Cappe 2009 Pré-publication, Document de travail hal-00441161v1
	Estimation of cosmological parameters using adaptive importance sampling Darren Wraith , Martin Kilbinger , Karim Benabed , Olivier Cappé , Jean-François Cardoso 2009 Pré-publication, Document de travail hal-00365944v1

Olivier Cappé

Présentation

Publications

An online Minorization-Maximization algorithm

On Limited-Memory Subsampling Strategies for Bandits

Efficient Algorithms for Stochastic Repeated Second-price Auctions

A/B/n Testing with Control in the Presence of Subpopulations

Fast Rate Learning in Stochastic First Price Bidding

Self-Concordant Analysis of Generalized Linear Bandits with Forgetting

Weighted Linear Bandits for Non-Stationary Environments

Stochastic Bandit Models for Delayed Conversions

Effective Large-Scale Online Influence Maximization

Multiple-Play Bandits in the Position-Based Model

Modèle de distraction pour la sélection séquentielle de contenu

Learning From Missing Data Using Selection Bias in Movie Recommendation

Piecewise constant nonnegative matrix factorization

Rank-based test statistics for detecting anomalies in network traffic data

On the Complexity of A/B Testing

Detection and estimation of high energy physical particles using Monte Carlo methods

Soft nonnegative matrix co-factorizationwith application to multimodal speaker diarization

Co-factorisation douce en matrices non-négatives. Application au regroupement multimodal de locuteurs

Learning with the online EM algorithm

On Bayesian Upper Confidence Bounds for Bandit Problems

Adaptive Metropolis with online relabeling

Robust Retrospective Multiple Change-point Estimation for Multivariate Data

Optimism in Reinforcement Learning and Kullback-Leibler Divergence

Semi-automatic labeling of coreferent named entities: an experimental study

Robust similarity measures for named entities matching

Appariement d'entités nommées coréférentes : combinaisons de mesures de similarité par apprentissage supervisé

Comparison of Resampling Schemes for Particle Filtering

Le modèle "monomaniaque" un modèle statistique simple pour l'analyse exploratoire d'un corpus de textes

Le modèle harmonique et son application au rehaussement de signaux de parole

Spectral Envelope Estimation using a Penalized Likelihood Criterion

Estimation robuste de l'enveloppe spectrale d'un signal harmonique bruité

A Comparative Study of Gamma Markov Chains for Temporal Non-Negative Factorization

Algorithms for Online Influencer Marketing

On the Complexity of Best Arm Identification in Multi-Armed Bandit Models

Homogeneity and change-point detection tests for multivariate data using rank statistics

Adaptive MCMC with online relabeling

Soft Nonnegative Matrix Co-Factorization

Kernel-Based Methods for Hypothesis Testing: A Unified View

Kullback-Leibler Upper Confidence Bounds for Optimal Sequential Allocation

Distributed detection/localization of change-points in highdimensional network traffic data

Online EM Algorithm for Hidden Markov Models

Text segmentation: a topic modeling perspective

Distributed detection/localization of change-points in high-dimensional network traffic data

Efficient Learning of Sparse Conditional Random Fields for Supervised Sequence Labelling

Optimally Sensing a Single Channel Without Prior Information: The Tiling Algorithm and Regret Bounds

Estimation of cosmological parameters using adaptive importance sampling

Online EM Algorithm for Latent Data Models

Adaptive Importance Sampling in General Mixture Classes

Sequential Monte Carlo smoothing with application to parameter estimation in non-linear state space models

Inference and Evaluation of the Multinomial Mixture Model for Text Clustering

Population Monte Carlo

Synthèse de la parole à partir du texte

Long-range dependence and heavy-tail modeling for teletraffic data

ON THE USE OF VARIABLE LENGTH WINDOWS IN THE RESTORATION OF AUDIO RECORDINGS

Les données multimédia

Online Expectation-Maximisation

Initiative face au virus Observations sur la mobilité pendant l'épidémie de Covid-19

Initiative face au virus. Regards croisés sur l'épidemie de Covid-19 apportés par les données sanitaires et de géolocalisation (mars à octobre 2020)

Adaptive Importance Sampling in General Mixture Classes

Je code : Les bonnes pratiques de développement logiciel

Regret Analysis of the Stochastic Direct Search Method for Blind Resource Allocation

Algorithms for Non-Stationary Generalized Linear Bandits

Homogeneity and change-point detection tests for multivariate data using rank statistics

Bayesian model comparison in cosmology with Population Monte Carlo

Estimation of cosmological parameters using adaptive importance sampling