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

Autor: Pascal Massart; Jean Picard
Editora: Berlin [u.a.] : Springer, 2007.
Séries: Lecture notes in mathematics, Subseries: Ecole d'Eté des Probabilités de Saint-Flour., 1896.
Edição/Formato   Imprimir livro : InglêsVer todas as edições e formatos
Base de Dados:WorldCat
Resumo:

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  Ler mais...

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Detalhes

Tipo de Material: Recurso Internet
Tipo de Documento Livro, Recursos de internet
Todos os Autores / Contribuintes: Pascal Massart; Jean Picard
ISBN: 3540484973 9783540484974
Número OCLC: 255827828
Notas: Literaturverz. S. [319] - 324.
Descrição: XIV, 337 S. ; 24 cm.
Conteúdos: Exponential and Information Inequalities.- Gaussian Processes.- Gaussian Model Selection.- Concentration Inequalities.- Maximal Inequalities.- Density Estimation via Model Selection.- Statistical Learning.
Título da Série: Lecture notes in mathematics, Subseries: Ecole d'Eté des Probabilités de Saint-Flour., 1896.
Responsabilidade: Pascal Massart. Ed.: Jean Picard.
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