Nombre de documents

18

CV de Bertrand Michel


Article dans une revue8 documents

  • Frédéric Chazal, Brittany Fasy, Fabrizio Lecci, Bertrand Michel, Alessandro Rinaldo, et al.. Robust Topological Inference: Distance To a Measure and Kernel Distance. Journal of Machine Learning Research, Journal of Machine Learning Research, 2017, To appear. <hal-01232217>
  • Jérôme Dedecker, Aurélie Fischer, Bertrand Michel. Improved rates for Wasserstein deconvolution with ordinary smooth error in dimension one. Electronic journal of statistics , Shaker Heights, OH : Institute of Mathematical Statistics, 2015, 9 (1), pp.234-265. <10.1214/15-EJS997>. <hal-00971316v3>
  • Frédéric Chazal, Marc Glisse, Catherine Labruère, Bertrand Michel. Convergence Rates for Persistence Diagram Estimation in Topological Data Analysis. Journal of Machine Learning Research, Journal of Machine Learning Research, 2015, 16, pp.3603-3635. <hal-01284275>
  • Jérôme Dedecker, Bertrand Michel. Minimax rates of convergence for Wasserstein deconvolution with supersmooth errors in any dimension. Journal of Multivariate Analysis, Elsevier, 2013. <hal-00794107v2>
  • Cathy Maugis-Rabusseau, Bertrand Michel. Adaptive density estimation using finite Gaussian mixtures. ESAIM: Probability and Statistics, EDP Sciences, 2013, 17, pp.698-724. <hal-00973192>
  • Jean-Patrick Baudry, Cathy Maugis, Bertrand Michel. Slope heuristics: overview and implementation. Statistics and Computing, Springer Verlag (Germany), 2012, 22 (2), pp.455-470. <10.1007/s11222-011-9236-1>. <hal-00666838>
  • Claire Caillerie, Frédéric Chazal, Jérôme Dedecker, Bertrand Michel. Deconvolution for the Wasserstein Metric and Geometric Inference. Electronic journal of statistics , Shaker Heights, OH : Institute of Mathematical Statistics, 2011, 5, pp.1394-1423. <10.1214/11-EJS646>. <inria-00607806>
  • Cathy Maugis, Bertrand Michel. Data-driven penalty calibration : a case study for Gaussian mixture model selection. ESAIM: Probability and Statistics, EDP Sciences, 2011, 15, pp.320-339. <10.1051/ps/2010002>. <hal-00666813>

Thèse1 document

  • Bertrand Michel. Modélisation de la production d'hydrocarbures dans un bassin pétrolier. Mathématiques [math]. Université Paris Sud - Paris XI, 2008. Français. <tel-00345753>

Communication dans un congrès3 documents

  • Frédéric Chazal, Ilaria Giulini, Bertrand Michel. Data driven estimation of Laplace-Beltrami operator. 30th Conference on Neural Information Processing Systems (NIPS 2016), Dec 2016, Barcelona, Spain. 30th Conference on Neural Information Processing Systems (NIPS 2016), Barcelona, Spain., 2016, <https://nips.cc/>. <hal-01387021v2>
  • Frédéric Chazal, Marc Glisse, Catherine Labruère, Bertrand Michel. Convergence rates for persistence diagram estimation in Topological Data Analysis.. 31st International Conference on Machine Learning, Jun 2014, Beijing, China. pp.163-171, 2014. <hal-01073072>
  • Vincent Brault, Jean-Patrick Baudry, Cathy Maugis-Rabusseau, Bertrand Michel. Capushe : package de sélection de modèle. 1ères Rencontres R, Jul 2012, Bordeaux, France. <hal-00717565>

Rapport3 documents

  • Claire Caillerie, Bertrand Michel. Model selection for simplicial approximation. [Research Report] RR-6981, INRIA. 2009. <inria-00402091>
  • Cathy Maugis, Bertrand Michel. Slope heuristics for variable selection and clustering via Gaussian mixtures. [Research Report] RR-6550, INRIA. 2008. <inria-00284620v2>
  • Cathy Maugis, Bertrand Michel. A non asymptotic penalized criterion for Gaussian mixture model selection. [Research Report] RR-6549, INRIA. 2008. <inria-00284613v2>

Pré-publication, Document de travail1 document

  • Frédéric Chazal, Pascal Massart, Bertrand Michel. Rates of convergence for robust geometric inference. 2015. <hal-01157551>

Autre publication1 document

  • Jean-Patrick Baudry, Cathy Maugis, Bertrand Michel. Slope Heuristics: Overview and Implementation. RR-7223. RR INRIA-7223, Version 1. 2010. <hal-00461639>

Document associé à des manifestations scientifiques1 document

  • Jean-Patrick Baudry, Cathy Maugis, Bertrand Michel. Pratique de l'heuristique de pente et le package CAPUSHE. Journées MAS et Journée en l'honneur de Jacques Neveu, Aug 2010, Talence, France. <inria-00510367>