Concentration Inequalities and Model Selection: Ecole d'Eté de Probabilités de Saint-Flour XXXIII - 2003 (Lecture Notes in Mathematics / Ecole d'Eté Probabilit.Saint-Flour) 豆 0.0分

资源最后更新于 2020-09-05 22:00:08

作者：Pascal Massart

出版社：Springer

出版日期：2007-01

ISBN：9783540484974

文件格式： pdf

标签： 机器学习 数学 统计学 不等式 非参数统计 统计学习 概率 2017

简介· · · · · ·

Since the impressive works of Talagrand, concentration inequalities have been recognized as fundamental tools in several domains such as geometry of Banach spaces or random combinatorics. They also turn out to be essential tools to develop a non-asymptotic theory in statistics, exactly as the central limit theorem and large deviations are known to play a central part in the asy...