Statistical Learning Theory and Stochastic Optimization: Ecole d'Ete de Probabilites de Saint-Flour XXXI - 2001

Statistical Learning Theory and Stochastic Optimization: Ecole d'Ete de Probabilites de Saint-Flour XXXI - 2001 (Lecture Notes in Mathematics): Olivier Catoni
Springer | ISBN: 3540225722 | 2004-10-15 | PDF (OCR) | 273 pages | 2.34 Mb

Statistical learning theory is aimed at analyzing complex data with necessarily approximate models. This book is intended for an audience with a graduate background in probability theory and statistics. It will be useful to any reader wondering why it may be a good idea, to use asis often done in practice a

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