【预订】Oracle Inequalities in Empirical Risk Minimization and S 国外库房发货,通常付款后3-5周到货!
Product Details 基本信息 ISBN-13 书号 9783642221460 Author 作者 Koltchinskii Format 版本 平装-胶订 Pages Number 页数 254页 Publisher 出版社 Springer Berlin Heidelberg Publication Date 出版日期 2011-07-29 Shipping Weight 商品重量 415g Language 语种 英语 Book Contents 内容简介 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. In recent years, there have been new developments in this area motivated by the study of new classes of methods in machine learning such as large margin classification methods (boosting, kernel machines). The main probabilistic tools involved in the analysis of these problems are concentration and deviation inequalities by Talagrand along with other methods of empirical processes theory (symmetrization inequalities, contra
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预订 Oracle Inequalities in Empirical Risk Minimizat... 978364 海外仓库发货,通常付款后4-9周到货!
图书信息 书号: 9783642221460 作者: Vladimir Koltchinskii 装帧: 平装-胶订 页数: 254页 出版社: Springer 尺寸: 0.9 x 0.6 x 22.6 cm 出版日期: 2011-07-29 重量: 1g 语种: 其它(含多语)
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