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Concentration inequalities and model selection : Ecole d'Eté de Probabilités de Saint-Flour XXXIII - 2003

Autor: Pascal Massart; Jean Picard
Editorial: Berlin [u.a.] : Springer, 2007.
Serie: Lecture notes in mathematics, Subseries: Ecole d'Eté des Probabilités de Saint-Flour., 1896.
Edición/Formato:   Libro impreso : Inglés (eng)Ver todas las ediciones y todos los formatos
Base de datos:WorldCat
Resumen:

Since the works of Talagrand, concentration inequalities have been recognized as fundamental tools in domains such as geometry of Banach spaces or random combinatorics. This work focuses on  Leer más

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Detalles

Tipo de material: Recurso en Internet
Tipo de documento Libro, Recurso internet
Todos autores / colaboradores: Pascal Massart; Jean Picard
ISBN: 3540484973 9783540484974
Número OCLC: 255827828
Notas: Literaturverz. S. [319] - 324.
Descripción: XIV, 337 S. ; 24 cm.
Contenido: Exponential and Information Inequalities.- Gaussian Processes.- Gaussian Model Selection.- Concentration Inequalities.- Maximal Inequalities.- Density Estimation via Model Selection.- Statistical Learning.
Título de la serie: Lecture notes in mathematics, Subseries: Ecole d'Eté des Probabilités de Saint-Flour., 1896.
Responsabilidad: Pascal Massart. Ed.: Jean Picard.
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