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

Autore: Pascal Massart; Jean Picard
Editore: Berlin [u.a.] : Springer, 2007.
Serie: Lecture notes in mathematics, Subseries: Ecole d'Eté des Probabilités de Saint-Flour., 1896.
Edizione/Formato:   book_printbook : EnglishVedi tutte le edizioni e i formati
Banca dati:WorldCat
Sommario:

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  Per saperne di più…

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Dettagli

Tipo materiale: Risorsa internet
Tipo documento: Book, Internet Resource
Tutti gli autori / Collaboratori: Pascal Massart; Jean Picard
ISBN: 3540484973 9783540484974
Numero OCLC: 255827828
Note: Literaturverz. S. [319] - 324.
Descrizione: XIV, 337 S. ; 24 cm.
Contenuti: Exponential and Information Inequalities.- Gaussian Processes.- Gaussian Model Selection.- Concentration Inequalities.- Maximal Inequalities.- Density Estimation via Model Selection.- Statistical Learning.
Titolo della serie: Lecture notes in mathematics, Subseries: Ecole d'Eté des Probabilités de Saint-Flour., 1896.
Responsabilità: Pascal Massart. Ed.: Jean Picard.
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