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Concentration inequalities : 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 ide...
| Clasificación: | Libro Electrónico |
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| Autores principales: | , , |
| Formato: | Electrónico eBook |
| Idioma: | Inglés |
| Publicado: |
Oxford :
Oxford University Press,
2013.
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| Temas: | |
| Acceso en línea: | Texto completo |
| Sumario: | 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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| Descripción Física: | 1 online resource (480 pages) : illustrations |
| Bibliografía: | Includes bibliographical references. |
| ISBN: | 9780199535255 0199535256 9781299160057 1299160050 9780191655500 0191655503 0191747106 9780191747106 |