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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
| Medios de comunicación | Libros Hardcover Book (Libro con lomo y cubierta duros) |
| Publicado | 7 de febrero de 2013 |
| ISBN13 | 9780199535255 |
| Editores | Oxford University Press |
| Páginas | 496 |
| Dimensiones | 158 × 240 × 32 mm · 904 g |
| Lengua | Inglés |
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