Concentration Inequalities: A Nonasymptotic Theory of Independence - Boucheron, Stephane (, Laboratoire de Probabilites et Modeles Aleatoires, Universite Paris-Diderot) - Books - Oxford University Press - 9780199535255 - February 7, 2013
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Boucheron, Stephane (, Laboratoire de Probabilites et Modeles Aleatoires, Universite Paris-Diderot)
Concentration Inequalities: A Nonasymptotic Theory of Independence

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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.

496 pages, 8 b/w line drawings

Media Books     Hardcover Book   (Book with hard spine and cover)
Released February 7, 2013
ISBN13 9780199535255
Publishers Oxford University Press
Pages 496
Dimensions 158 × 240 × 32 mm   ·   904 g
Language English  

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