• Overview
• Speaker biographies
• Proceedings and Presentations

Program :

Thursday, November 14

8:30 am - 9:15 am	Registration
9:15 am - 9:30 am	Conference Opening - Gilbert Saporta
9:30 am - 10:30 am	Chairman : Gilbert Saporta Invited Talk - Vladimir Vapnik Problem of empirical inference in Computer Learning and Statistics
10:30 am - 11:00 am	Coffee break
11:00 am - 11:30 am	Chairman: George Hébrail Leon Bottou, Yann LeCun Learning on very large data sets
11:30 am - 12:00 am	Yann Guermeur, André Elisseeff, Dominique Zelus Bounds on the risk for M-SVMs
12:00 am - 12:30 am	Gabor Lugosi, Nicolas Vayatis A statistical study of regularized boosting methods
12:30 am - 2:00 pm	Lunch
2:00 pm - 2:30 pm	Chairman: Michel Bera Djamel Zighed, Stéphane Lallich, Fabrice Muhlenbach A statistical approach for separability of classe
2:30 pm - 3:00 pm	Guillaume Bouchard, Stéphane Girard Support vector learning for frontier estimation
3:00 pm - 3:30 pm	Gérard Biau, Luc Devroye On the risk of estimates for block decreasing densities
3:30 pm - 4:00 pm	Coffee break
4:00 pm - 5:00 pm	Chairman : Leon Bottou Invited Talk - David J. Hand Supervised classification and tunnel vision

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Friday, November 15

8:45 am - 9:00 am	Registration
9:00 am - 9:30 am	Chairman: Patrice Bertail Philippe Besse, Hervé Cardot, Robert Faivre, Michel Goulard Statistical modeling of functional data
9:30 am - 10:40 am	Invited Talk - Bernhard Schölkopf Learning with kernels
10:40 am - 11:00 am	Coffee break
11:00 am - 11:30 am	Chairman : Alain-Jacques Valleron Fatiha Anouar, Gaston Baudat : Nonlinear Discriminant Analysis
11:30 am - 12:00 am	Alain Rakotomamonjy, Xavier Mary,Stéphane Canu Wavelet kernels in RKHS
12:00 am - 12:30 am	Jean Philippe Vert Extracting active metabolic pathways from gene expression data using kernels CCA
12:30 am - 2:00 pm	Lunch
2:00 pm - 2:30 pm	Chairman: Gérard d'Aubigny Eric Walter, Emmanuel Vazquez Intrinsic kriging and prior information
2:30 pm - 3:30 pm	Invited Talk - Jerome H. Friedman Importance sampled learning ensembles
3:30 pm - 4:00 pm	Coffee break
4:00 pm - 5:00 pm	Round table hosted by Paul Deheuvels : J.H. Friedman - B. Schölkopf - V. Vapnik

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