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{
"item_title" : "Oracle Inequalities in Empirical Risk Minimization and Sparse Recovery Problems",
"item_author" : [" Vladimir Koltchinskii "],
"item_description" : "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)",
"item_img_path" : "https://covers1.booksamillion.com/covers/bam/3/64/222/146/3642221467_b.jpg",
"price_data" : {
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Oracle Inequalities in Empirical Risk Minimization and Sparse Recovery Problems : École d'Été de Probabilités de Saint-Flour XXXVIII-2008
Overview
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)
This item is Non-Returnable
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Details
- ISBN-13: 9783642221460
- ISBN-10: 3642221467
- Publisher: Springer
- Publish Date: July 2011
- Dimensions: 8.9 x 6.1 x 0.4 inches
- Shipping Weight: 0.5 pounds
- Page Count: 254
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