Statistical Learning Theory and Stochastic Optimization: Ecole D'ete De Probabilites De Saint-flour Xxxi - 2001 - Lecture Notes in Mathematics - Oliver Catoni - Books - Springer-Verlag Berlin and Heidelberg Gm - 9783540225720 - August 25, 2004
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Statistical Learning Theory and Stochastic Optimization: Ecole D'ete De Probabilites De Saint-flour Xxxi - 2001 - Lecture Notes in Mathematics 2004 edition

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e. over-simplified) model to predict, estimate or classify. This point of view takes its roots in three fields: information theory, statistical mechanics, and PAC-Bayesian theorems. Results on the large deviations of trajectories of Markov chains with rare transitions are also included.


284 pages, biography

Media Books     Paperback Book   (Book with soft cover and glued back)
Released August 25, 2004
ISBN13 9783540225720
Publishers Springer-Verlag Berlin and Heidelberg Gm
Pages 284
Dimensions 156 × 234 × 15 mm   ·   412 g
Language English   German  
Editor Picard, Jean

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