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Project Team Sierra


Overall Objectives
Application Domains
Bibliography


Project Team Sierra


Overall Objectives
Application Domains
Bibliography


Section: Dissemination

Invited presentations

  • S. Arlot, “Sélection d'estimateurs avec des pénalités aléatoires”, lecture for the Marie-Jeanne Laurent-Duhamel prize, 43e Journées de Statistique (Société Française de Statistique), Tunis, 2011.

  • S. Arlot, “Data-driven calibration of linear estimators with minimal penalties, with an application to multi-task regression”, Seminar, Statistics Laboratory, University of Cambridge, 2011.

  • S. Arlot, “Pénalités minimales et sélection d'estimateurs optimale”, Seminar, Colloquium du MAP 5, Paris 5, 2011.

  • S. Arlot, “Calibration automatique d'estimateurs linéaires à l'aide de pénalités minimales, application à la régression multi-tâches”, Seminar, IRMAR, Rennes, 2011.

  • J.-Y. Audibert, “Aggregation and robust estimation”, Seminar, Université de Lille, 2011.

  • J.-Y. Audibert, “Bandits Adversarials: Équilibres de Nash Approchés”, Journée “Jeux Matriciels et Jeux Partiellement Observables”, Paris, 2011.

  • J.-Y. Audibert, “Introduction to Bandits: Algorithms and Theory” (in collaboration with Rémi Munos, INRIA Sequel), ICML tutorial, Bellevue, United States, 2011.

  • F. Bach, Small Workshop on Sparse Dictionary Learning (invited talk) - Queen Mary University, London - January 2011

  • F. Bach, Ecole Polytehnique Fédérale de Lausanne (seminar) - February 2011

  • F. Bach, Statlearn workshop on Challenging problems in Statistical Learning (invited talk) - Grenoble - March 2011

  • F. Bach, Learning Theory/State of the Art (invited talk) - Institut Henri Poincaré, Paris - May 2011

  • F. Bach, Congrès SMAI 2011 (invited talk in special session) - Lorient - May 2011

  • F. Bach, Université de Lille (seminar) - June 2011

  • F. Bach, Workshop on Signal Processing with Adaptive Sparse Structured Representations (invited talk) - Edimburg - June 2011

  • F. Bach, Conference on Foundations of Computational Mathematics (two invited talks) - Budapest - July 2011

  • F. Bach, Université de Liège (seminar) - September 2011

  • F. Bach, IMA Workshop on High Dimensional Phenomena (invited tutorial) - Minneapolis - September 2011

  • F. Bach, University of California, Berkeley (two seminars) - October 2011

  • F. Bach, Machine Learning for NeuroImaging Workshop (invited talk) - November 2011

  • F. Bach, Rencontres de Statistique Mathématique (invited talk) - Luminy - December 2011

  • F. Bach, NIPS workshop on Discrete Optimization (invited talk) - Granada - December 2011

  • F. Bach, NIPS workshop on Deep Learning (invited talk) - Granada - December 2011

  • T. Hocking, “Collaborative R package development using R-Forge” and “Sustainable R package development using documentation generation”, Seminar on bioinformatics, Institut de Biologie de Lille, 9 June 2011.

  • G. Obozinski, “Structured Sparse Coding: Efficient algorithms and applications”, invited talk, BIRS workshop "Sparse Statistics, Optimization and Machine Learning", Banff, January 2011

  • G. Obozinski, “Convex relaxation for Combinatorial Penalties”, invited talk, Mini-workshop on "Mathematical and Computational Foundations of Learning Theory", Dagstuhl, July 2011

  • G. Obozinski, “Convex relaxation for Combinatorial Penalties”, invited talk, Mini-Workshop: "Mathematics of Machine Learning", Oberwolfach, August 2011

  • G. Obozinski, “Introduction to Statistical Learning”, tutorial talk, GDR Mascot-Num session "Statistical learning for computer experiments", Institut Henri Poincaré, May 2011

  • M. Schmidt, “Structure Learning in Undirected Graphical Models”, Invited lecture at INRA workshop on network inference, Toulouse, January 2011.

  • M. Schmidt, “Hybrid Deterministic-Stochastic Methods for Data Fitting”, Invited talk at Xerox Research Centre, Grenoble, July 2011.

  • M. Schmidt, “Convex Optimization”, Practical session at MLSS 2011, Bordeaux, September 2011.

  • M. Schmidt, “Inexact Gradient and Proximal-Gradient Methods”, Invited lecture at EPFL, November 2011.

  • M. Solnon, “Multi-task ridge regression using minimal penalties”, Séminaire de l'unité MIA-Jouy, Jouy en Josas, France, November 2011.