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Mathematics - Probability Theory and Stochastic Processes | Oracle Inequalities in Empirical Risk Minimization and Sparse Recovery… - École d’Été de (Reviews)

Oracle Inequalities in Empirical Risk Minimization and Sparse Recovery Problems

École d’Été de Probabilités de Saint-Flour XXXVIII-2008

Koltchinskii, Vladimir

2011, IX, 254p.

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From the reviews:

“The book is an introduction to the general theory of empirical risk minimization with an emphasis on excess risk bounds and oracle inequalities in penalized problems. … The book is interesting and useful for students as well as for professionals in the field of probability theory, statistics, and their applications.” (Pavel Stoynov, Zentralblatt MATH, Vol. 1223, 2011)

 

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