Publications

Chapter/Book

  • J. Mary, G. Mercier, J.-P. Comet, A. Cornuéjols, C. Froidevaux & M. Dutreix
    An attribute estimation technique for the analysis of microarray data.
    Proceedings of the Dieppe School on Modelling and Simulation of Biological processes in the Context of Genomics., 2003
    BibTex - Download Pdf

International Journal

  • Daniil Ryabko & Jeremie Mary
    A Binary-Classification-Based Metric between Time-Series Distributions and Its Use in Statistical and Learning Problems
    Journal of Machine Learning Research, 2013
    BibTex
  • O. Nicol, J. Mary & Ph. Preux
    ICML Exploration and Exploitation challenge: Keep it Simple !
    Journal of Machine Learning Research (JMLR), 2012
    BibTex - Download Pdf
  • S. Girgin, J. Mary, Ph. Preux & O. Nicol
    Managing Advertising Campaigns - an Approximate Planning approach
    Frontiers of Computer Science, 2011
    BibTex - Download Pdf
  • G. Mercier, N. Berthault, J. Mary, A. Antoniadis, J.-P. Comet, A. Cornuéjols, C. Froidevaux & M. Dutreix
    Biological detection of low radiation by combining results of two analysis methods.
    Nucleic Acids Research (NAR) 32(1):e12, 2004
    BibTex

International Conference

  • J. Mary, O. Nicol & P. Preux
    Improving offline evaluation of contextual bandit algorithms via bootstrapping techniques
    Proc. ICML, JMLR W&CP, Beijing - China, 2014
    BibTex - Download Pdf
  • D. Ryabko & J. Mary
    Reducing statistical time-series problems to binary classification
    Neural Information Processing Systems (NIPS), 2012
    BibTex - Download Pdf
  • A. Khaleghi, D. Ryabko, J. Mary & Ph. Preux
    Online clustering of processes
    Proc. 15th Conf. on Ai and Stats (AISTATS), 2012
    BibTex - Download Pdf
  • S. Girgin, J. Mary, Ph. Preux & O. Nicol
    Advertising Campaigns Management: Should We Be Greedy?
    The 10th IEEE International Conference on Data Mining (ICDM), 2010
    BibTex - Download Pdf
  • Raphaël Maîtrepierre, Jérémie Mary & Rémi Munos
    Adaptative Play in Texas Hold'em poker.
    European Conference on Artificial Intelligence - ECAI, 2008
    BibTex - Download Pdf of Pre-Version
  • Olivier Teytaud, Sylvain Gelly & Jérémie Mary
    Active learning in regression, with application to stochastic dynamic programming.
    ICINCO and CAP, 2007
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  • Sylvain Gelly, Jérémie Mary & Olivier Teytaud
    Learning for dynamic programming.
    Proceedings of ESANN, 2006
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  • Sylvain Gelly, Jérémie Mary & Olivier Teytaud
    On the ultimate convergence rates for isotropic algorithms and the best choices among various forms of isotropy.
    PPSN, 2006
    BibTex - Download Pdf
  • K. Jong, J. Mary, A. Cornuéjols, E. Marchiori & M. Sebag
    Ensemble feature ranking.
    European Conference on Machine Learning ECML, 2004
    BibTex - Download Pdf
  • Claude M. Dion, Eric Cancès & Jérémie Mary
    Efficient algorithms for the time-dependent Gross-Pitaevskii equation with harmonic potentials
    Cold Molecules 2002 : Ultracold Molecules and Bose-Einstein Condensation conference, 2002
    BibTex - Download Pdf of Abstract

National Conference

  • V. Gabillon, J. Mary & Ph. Preux
    Affichage de publicités sur des portails web. (Best Paper Award)
    10e Extraction, Gestion des Connaissance (EGC), 2010
    BibTex - Download Pdf
  • Raphaël Maîtrepierre, Jérémie Mary & Rémi Munos
    Adaptative Play in Texas Hold'em poker.
    10e Conférence d'Apprentissage - CAp 2008, 2008
    BibTex
  • Sylvain Gelly, Jérémie Mary & Olivier Teytaud
    Taylor-based pseudo-metrics for random process fitting in dynamic programming : expected loss minimisation and risk management.
    Processus décisionnels de Markov et Intelligence Artificielle (PDM et IA), Lille, 2005
    BibTex - Download Pdf
  • J. Mary, G. Mercier, J.-P. Comet, A. Cornuéjols, C. Froidevaux & M. Dutreix
    Utilisation d'une méthode d'estimation d'attributs pour l'analyse du transcriptome de cellules de levures exposées à de faibles doses de radiation.
    Informatique pour l'analyse du transcriptome, 2004
    BibTex - Download pdf of almost final version

Workshop

  • J. Mary
    Exploration and Exploitation, Lessons from challenges
    Large-Scale Online Learning and Decision-Making Workshop, Windsor, 2012
    BibTex
  • S. Girgin, J. Mary, Ph. Preux & O. Nicol
    Planning-based Approach for Optimizing the Display of Online Advertising Campaigns
    MLOAD 2010 - NIPS 2010 Workshop on online advertising, 2010
    BibTex - Download Pdf
  • A. Cornuéjols, Ch. Froidevaux & J. Mary
    Comparing and combining feature estimation methods for the analysis of microarray data.
    JOBIM, 2005
    BibTex
  • A. Cornuéjols, M. Sebag & J. Mary
    Classification d'images à l'aide d'un codage par motifs fréquents.
    Workshop sur la fouille d'images (RFIA-04), 2004
    BibTex

Poster

  • Raphaël Maîtrepierre, Jérémie Mary & Rémi Munos
    Reinforcement Learning in Poker (Poster)
    AAAI, 2007
    BibTex - Download Pdf
  • Sylvain Gelly, Jérémie Mary & Olivier Teytaud
    Taylor-based pseudo-metrics for random process fitting in dynamic programming : expected loss minimisation and risk management.
    CAP, Nice, 2005
    BibTex - Download Pdf

Miscellaneous

  • Jérémie Mary
    Etude de l'apprentissage Actif : Application à la conduite d'expériences
    Université Paris XI - Orsay (Thèse de Doctorat), 2005
    BibTex - Download Pdf





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