Concentration Inequalities: A Nonasymptotic Theory of Independence 豆 0.0分

资源最后更新于 2020-09-26 17:38:22

作者：Stéphane Boucheron

出版社：OUP Oxford

出版日期：2013-01

ISBN：9780199535255

文件格式： pdf

标签： Statistics 数学 learning-theory concentration_inequality Probability, Inequalities, Concentration-of-Measure, 概率论

简介· · · · · ·

Concentration inequalities for functions of independent random variables is an area of probability theory that has witnessed a great revolution in the last few decades, and has applications in a wide variety of areas such as machine learning, statistics, discrete mathematics, and high-dimensional geometry. Roughly speaking, if a function of many independent random variables doe...