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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 |
|---|---|
| Autores principales: | , , |
| Formato: | Electrónico eBook |
| Idioma: | Inglés |
| Publicado: |
Oxford :
Oxford University Press,
2013.
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| Temas: | |
| Acceso en línea: | Texto completo |
MARC
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| 100 | 1 | |a Boucheron, Stéphane, |e author. | |
| 245 | 1 | 0 | |a Concentration inequalities : |b a nonasymptotic theory of independence / |c by Stephane Boucheron, Gabor Lugosi, Pascal Massart. |
| 260 | |a Oxford : |b Oxford University Press, |c 2013. | ||
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| 588 | 0 | |a Print version record. | |
| 520 | 8 | |a 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. | |
| 590 | |a eBooks on EBSCOhost |b EBSCO eBook Subscription Academic Collection - Worldwide | ||
| 650 | 0 | |a Probabilities. | |
| 650 | 0 | |a Inequalities (Mathematics) | |
| 650 | 6 | |a Probabilités. | |
| 650 | 6 | |a Inégalités (Mathématiques) | |
| 650 | 7 | |a probability. |2 aat | |
| 650 | 7 | |a MATHEMATICS |x Probability & Statistics |x General. |2 bisacsh | |
| 650 | 7 | |a Inequalities (Mathematics) |2 fast |0 (OCoLC)fst00972020 | |
| 650 | 7 | |a Probabilities. |2 fast |0 (OCoLC)fst01077737 | |
| 700 | 1 | |a Lugosi, Gábor, |e author. | |
| 700 | 1 | |a Massart, Pascal, |e author. | |
| 776 | 0 | 8 | |i Print version: |a Boucheron, Stéphane. |t Concentration inequalities. |b First edition. |d Oxford, United Kingdom : Oxford University Press, 2013 |z 9780199535255 |w (DLC) 2012277339 |w (OCoLC)837517674 |
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