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Concentration Inequalities: A Nonasymptotic Theory of Independence Boucheron, Stephane (, Laboratoire de Probabilites et Modeles Aleatoires, Universite Paris-Diderot)
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Concentration Inequalities: A Nonasymptotic Theory of Independence
Boucheron, Stephane (, Laboratoire de Probabilites et Modeles Aleatoires, Universite Paris-Diderot)
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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