EBOOK Concentration Inequalities: A Nonasymptotic Theory of Independence - Pascal Massart

EBOOK Concentration Inequalities: A Nonasymptotic Theory of Independence

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Autor: Pascal Massart

Wydawnictwo: Oxford University Press
ISBN: 9780191655517
EAN: 6A0DCC5CEB
Format: 0,0 x 0,0 x 0,0
Oprawa: ...
Stron: 496
Data wydania: 2013
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A Nonasymptotic Theory of Independence
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.

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Pascal Massart