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Olivier Cappé

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Presentation

[CNRS](http://www.cnrs.fr/index.php) senior researcher at the [DI ENS Lab](https://www.di.ens.fr/). This page lists publications that are available online from the [HAL achive](/), an [exhaustive list of publications](http://www.di.ens.fr/~cappe/Publications/) is available from my [home page](http://www.di.ens.fr/olivier.cappe/).

Publications

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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
Conference papers hal-03542180v1
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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
Conference papers hal-03265442v1
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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
Conference papers hal-03277164v2
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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
Conference papers hal-02984117v2
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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
Conference papers hal-03407247v1
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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
Conference papers hal-02997579v2
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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
Conference papers hal-02291460v2
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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⟩
Conference papers hal-01687722v1
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Stochastic Bandit Models for Delayed Conversions

Claire Vernade , Olivier Cappé , Vianney Perchet
Conference on Uncertainty in Artificial Intelligence, Aug 2017, Sydney, Australia
Conference papers hal-01545667v2

Modèle de distraction pour la sélection séquentielle de contenu

Olivier Cappé , Claire Vernade
Journées de Statistiques, Jun 2016, Montpellier, France
Conference papers hal-02287453v1
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Multiple-Play Bandits in the Position-Based Model

Paul Lagrée , Claire Vernade , Olivier Cappé
Neural Information Processing Systems (NIPS), Jan 2016, Barcelone, Spain
Conference papers hal-01328003v1
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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
Conference papers hal-01207114v1

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
Conference papers hal-02288424v1

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⟩
Conference papers hal-02943536v1
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On the Complexity of A/B Testing

Emilie Kaufmann , Olivier Cappé , Aurélien Garivier
Conference on Learning Theory, Jun 2014, Barcelona, Spain. pp.461-481
Conference papers 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
Conference papers hal-02287064v1

Learning with the online EM algorithm

Olivier Cappé
Invited talk at the StatLearn'13 workshop, Apr 2013, Bordeaux, France
Conference papers hal-02286569v1

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
Conference papers hal-02286798v1

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⟩
Conference papers hal-02943543v1

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
Conference papers hal-02286440v1
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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
Conference papers in2p3-00698479v1
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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⟩
Conference papers hal-00564410v2
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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⟩
Conference papers hal-00476116v3
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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
Conference papers hal-00487081v1
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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
Conference papers hal-00487082v1
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Robust similarity measures for named entities matching

Erwan Moreau , François Yvon , Olivier Cappé
COLING 2008, Aug 2008, Manchester, United Kingdom. pp.593-600
Conference papers hal-00487084v1
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Comparison of Resampling Schemes for Particle Filtering

Randal Douc , Olivier Cappé , Eric Moulines
2005, pp.64-69
Conference papers hal-00005883v1
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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
Conference papers 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
Conference papers 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
Conference papers 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
Conference papers hal-01105475v1
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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⟩
Journal articles hal-02883800v3
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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⟩
Journal articles hal-01478788v2
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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
Journal articles hal-01024894v2

Adaptive MCMC with online relabeling

Rémi Bardenet , Olivier Cappé , Gersende Fort , Balázs Kégl
Bernoulli, 2015, 21 (3), p. 1304-1340. ⟨10.3150/13-BEJ578⟩
Journal articles in2p3-01115785v1
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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
Journal articles hal-01528845v1

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⟩
Journal articles hal-01116863v1
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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⟩
Journal articles hal-00841978v1
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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⟩
Journal articles 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)
Journal articles hal-01568799v1
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Online EM Algorithm for Hidden Markov Models

Olivier Cappé
J. Comput. Graph. Statist., 2011, 20 (3), pp.728-749. ⟨10.1198/jcgs.2011.09109⟩
Journal articles hal-00410106v2
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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⟩
Journal articles hal-01960703v1
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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⟩
Journal articles hal-00420862v2
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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⟩
Journal articles hal-00414107v2
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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⟩
Journal articles hal-00408867v2
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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⟩
Journal articles hal-00450727v1
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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⟩
Journal articles hal-00201327v4
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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⟩
Journal articles hal-00096080v2
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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⟩
Journal articles hal-00180669v4
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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⟩
Journal articles 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
Journal articles hal-01337419v1

Synthèse de la parole à partir du texte

Gael Richard , Olivier Cappé
Techniques de l'Ingénieur, 2003
Journal articles 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
Journal articles hal-00621749v1
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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⟩
Journal articles jpa-00251141v1
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Les données multimédia

Vincent Claveau , Olivier Cappé
Les Big Data à découvert, CNRS Éditions, pp.1, 2017, 978-2-271-11464-8
Book sections hal-01848660v1
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Online Expectation-Maximisation

Olivier Cappé
K. Mengersen and M. Titterington and C. P. Robert. Mixtures: Estimation and Applications, Wiley, pp.1-53, 2011
Book sections hal-00532968v1