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Manuel Davy , Frederic Desobry , Stephane Canu
IEEE ICASSP 2006, 2006, Toulouse, France
Conference papers inria-00119999v1
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Multiple Operator-valued Kernel Learning

Hachem Kadri , Alain Rakotomamonjy , Francis Bach , Philippe Preux
Neural Information Processing Systems (NIPS), Dec 2012, Lake Tahoe, United States
Conference papers hal-00677012v2
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Predicting when to laugh with structured classification

Bilal Piot , Olivier Pietquin , Matthieu Geist
InterSpeech 2014, Sep 2014, Singapore, Singapore. pp.1786-1790
Conference papers hal-01104739v1

Méthode de minimisation du résidu de Bellman boostée qui tient compte des démonstrations expertes.

Bilal Piot , Matthieu Geist , Olivier Pietquin
9èmes Journées Francophones de Planification, Décision et Apprentissage (JFPDA'14), May 2014, Liège, Belgique
Conference papers hal-01104789v1
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Compressed Least-Squares Regression

Odalric-Ambrym Maillard , Rémi Munos
NIPS 2009, Dec 2009, Vancouver, Canada
Conference papers inria-00419210v2
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Finite Time Bounds for Sampling-Based Fitted Value Iteration

Rémi Munos , Csaba Szepesvari
[Research Report] 2007, pp.46
Reports inria-00120882v4
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Using Data Compressors to Construct Rank Tests

Daniil Ryabko , Juergen Schmidhuber
Applied Mathematics Letters, 2009, 22 (7), pp.1029-1032
Journal articles inria-00269225v1
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Numerical methods for the pricing of Swing options: a stochastic control approach

Christophe Barrera-Esteve , Florent Bergeret , Charles H Dossal , Emmanuel Gobet , Asma Meziou , et al.
Methodology and Computing in Applied Probability, 2006, Methodology and Computing in Applied Probability, 8 (4), pp.517-540. ⟨10.1007/s11009-006-0427-8⟩
Journal articles inria-00117175v1
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Modification of UCT with Patterns in Monte-Carlo Go

Sylvain Gelly , Yizao Wang , Rémi Munos , Olivier Teytaud
[Research Report] RR-6062, INRIA. 2006
Reports inria-00117266v3
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Hybrid Stochastic-Adversarial On-line Learning

Lazaric Alessandro , Rémi Munos
COLT 2009 - 22nd Conference on Learning Theory, Jun 2009, Montreal, Canada
Conference papers inria-00392524v1

Pure exploration in finitely-armed and continuous-armed bandits

Gilles Stoltz , Sébastien Bubeck , Rémi Munos
Theoretical Computer Science, 2011, 412 (19), pp.1832-1852. ⟨10.1016/j.tcs.2010.12.059⟩
Journal articles hal-00609550v1

Confidence Sets in Time-Series Filtering

Boris Ryabko , Daniil Ryabko
IEEE International Symposium on Information Theory, Jul 2011, St. Petersburg, Russia. pp.2436-2438
Conference papers hal-00639482v1

Selecting the State-Representation in Reinforcement Learning

Odalric-Ambrym Maillard , Rémi Munos , Daniil Ryabko
Neural Information Processing Systems, Dec 2011, Granada, Spain
Conference papers hal-00639483v1
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Spectral Bandits for Smooth Graph Functions

Michal Valko , Rémi Munos , Branislav Kveton , Tomáš Kocák
International Conference on Machine Learning, May 2014, Beijing, China
Conference papers hal-00986818v3

Using Kolmogorov Complexity for Understanding Some Limitations on Steganography

Boris Ryabko , Daniil Ryabko
IEEE International Symposium on Information Theory, 2009, seoul, South Korea. pp.2733-2736
Conference papers hal-00639562v1
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On optimal Sampling in low and high dimension

Alexandra Carpentier
Statistics [math.ST]. Université des Sciences et Technologie de Lille - Lille I, 2012. English. ⟨NNT : ⟩
Theses tel-00844361v1

Simulation-based search of combinatorial games

Lukasz Lew , Rémi Coulom
ICML 2010 : Workshop on Machine Learning and Games, Jun 2010, Haifa, Israel
Conference papers hal-00694030v1
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Managing advertising campaigns -- an approximate planning approach

Sertan Girgin , Jérémie Mary , Philippe Preux , Olivier Nicol
Frontiers of Computer Science, 2012, 6 (2), pp.209-229. ⟨10.1007/s11704-012-2873-5⟩
Journal articles hal-00747722v1
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Automatic motor task selection via a bandit algorithm for a brain-controlled button

Joan Fruitet , Alexandra Carpentier , Rémi Munos , Maureen Clerc
[Rapport de recherche] RR-7721, INRIA. 2011
Reports inria-00624686v1
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A criterion for hypothesis testing for stationary processes

Daniil Ryabko
[Research Report] INRIA Lille. 2009
Reports inria-00389689v4
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Upper-Confidence-Bound Algorithms for Active Learning in Multi-Armed Bandits

Alexandra Carpentier , Alessandro Lazaric , Mohammad Ghavamzadeh , Rémi Munos , Peter Auer
ALT - the 22nd conference on Algorithmic Learning Theory, Oct 2011, Espoo, Finland
Conference papers hal-00659696v1
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Caractérisation statistique d'une assemblée de nanotubes en imagerie microscopique

Pierre Chainais , Bérengère Lebental
GRETSI, Sep 2011, France. 4p
Conference papers hal-00860839v1
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Finite-Time Analysis of Stratified Sampling for Monte Carlo

Alexandra Carpentier , Rémi Munos
NIPS - Twenty-Fifth Annual Conference on Neural Information Processing Systems, Dec 2011, Grenade, Spain
Conference papers inria-00636924v3

Online Clustering of Processes

Azadeh Khaleghi , Daniil Ryabko , Jérémie Mary , Philippe Preux
AISTATS 2012, 2012, La Palma, Spain. pp.601-609
Conference papers hal-00765462v1

Light Source Storage and Interpolation for Global Illumination: a neural solution

Delepoulle Samuel , Renaud Christophe , Philippe Preux
Dimitri Plemenos, Georgios Miaoulis. Intelligent Computer Graphics, 240, Springer, pp.87-104, 2009, Studies in Computational Intelligence
Book sections hal-00826053v1
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Finite-sample analysis of Lasso-TD

Mohammad Ghavamzadeh , Alessandro Lazaric , Rémi Munos , Matt Hoffman
International Conference on Machine Learning, 2011, United States
Conference papers hal-00830149v1
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Sensitivity analysis in HMMs with application to likelihood maximization

Pierre-Arnaud Coquelin , Romain Deguest , Rémi Munos
Advances in Neural Information Processing Systems, 2009, Canada
Conference papers hal-00830166v1
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Programmation dynamique avec approximation de la fonction valeur

Rémi Munos
Processus décisionnels de Markov et intelligence artificielle, Hermes, pp.19-50, 2008
Book sections hal-00830192v1
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Quantitative control of the error bounds of a fast super-resolution technique for microscopy and astronomy

Pierre Chainais , Pierre Pfennig , Aymeric Leray
Int. Conf. on Acoustics, Speech and Signal Processing (ICASSP), May 2014, Florence, Italy. pp.2853 - 2857, ⟨10.1109/ICASSP.2014.6854121⟩
Conference papers hal-01081402v1
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Biclique Coverings, Rectifier Networks and the Cost of ε-Removal

Szabolcs Iván , Ádám Lelkes , Judit Nagy-György , Balázs Szörényi , György Turán
16th International Workshop on Descriptional Complexity of Formal Systems, Proceedings, Aug 2014, Turku, Finland. pp.174 - 185, ⟨10.1007/978-3-319-09704-6_16⟩
Conference papers hal-01079368v1