Concentration Inequalities
A Nonasymptotic Theory of Independence
Edición de la obra Concentration Inequalities
| Autor | Stéphane Boucheron, Gábor Lugosi, Pascal Massart |
|---|---|
| Editorial | Oxford University Press, Incorporated |
| Fecha de publicación | 2012 |
| Idioma | inglés |
| ISBN-13 | 9780191655500 |
| Número de Cutter | B753c |
Describes the interplay between the probabilistic structure (independence) and a variety of tools ranging from functional inequalities to transportation arguments to information theory. Applications to the study of empirical processes, random projections, random matrix theory, and threshold phenomena are also presented.