Oracle Inequalities in Empirical Risk Minimization and Sparse Recovery Problems: Ecole d’Ete de Probabilites de Saint-Flour XXXVIII-2008 - Lecture Notes in Mathematics - Vladimir Koltchinskii - Books - Springer-Verlag Berlin and Heidelberg Gm - 9783642221460 - July 29, 2011
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Vladimir Koltchinskii
Oracle Inequalities in Empirical Risk Minimization and Sparse Recovery Problems: Ecole d’Ete de Probabilites de Saint-Flour XXXVIII-2008 - Lecture Notes in Mathematics 2011 edition

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The purpose of these lecture notes is to provide an introduction to the general theory of empirical risk minimization with an emphasis on excess risk bounds and oracle inequalities in penalized problems.

263 pages, biography

Media Books     Paperback Book   (Book with soft cover and glued back)
Released July 29, 2011
ISBN13 9783642221460
Publishers Springer-Verlag Berlin and Heidelberg Gm
Pages 254
Dimensions 155 × 235 × 14 mm   ·   454 g
Language English  

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