Concentration Inequalities
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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.
| Autor: | Boucheron, Stephane; Lugosi, Gabor; Massart, Pascal |
| Nakladatel: | Oxford University Press |
| ISBN: | 9780198767657 |
| Rok vydání: | 2016 |
| Jazyk : | Angličtina |
| Vazba: | Paperback |
| Počet stran: | 496 |
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