Concentration Inequalities

Name: Concentration Inequalities
Author: Universite Paris-Diderot) Laboratoire de Probabilites et Modeles Aleatoires Stephane ( Boucheron

Universite Paris-Diderot) Laboratoire de Probabilites et Modeles Aleatoires Stephane ( Boucheron, Pompeu Fabra University) ICREA Research Professor Gabor ( Lugosi, Universite Paris Sud and Institut Univ Laboratoire de Mathematiques Pascal ( Massart

Oxford University Press

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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.

Výběr knih vydavatele Oxford University Press