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Statistical Learning Theory and Stochastic Optimization: Ecole D'ete De Probabilites De Saint-flour Xxxi - 2001 - Lecture Notes in Mathematics Oliver Catoni 2004 edition
Statistical Learning Theory and Stochastic Optimization: Ecole D'ete De Probabilites De Saint-flour Xxxi - 2001 - Lecture Notes in Mathematics
Oliver Catoni
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 |