Concentration Inequalities —— A Nonasymptotic Theory of Independence

----- 集中不等式：独立的非渐进理论

ISBN: 9780199535255 出版年：2013 页码：492 Boucheron, Stephane Lugosi, Gabor Massart, Pascal Oxford University Press

An accessible account of the rich theory surrounding concentration inequalities in probability theory, with applications from machine learning and statistics to high-dimensional geometry. This book introduces key ideas and presents a detailed summary of the state-of-the-art in the area, making it ideal for independent learning and as a reference.