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

Auteur: Pascal Massart; Jean Picard
Uitgever: Berlin [u.a.] : Springer, 2007.
Serie: Lecture notes in mathematics, Subseries: Ecole d'Eté des Probabilités de Saint-Flour., 1896.
Editie/Formaat:   Print book : EngelsAlle edities en materiaalsoorten bekijken.
Database:WorldCat
Samenvatting:

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  Meer lezen...

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Details

Genre: Internetbron
Soort document: Boek, Internetbron
Alle auteurs / medewerkers: Pascal Massart; Jean Picard
ISBN: 3540484973 9783540484974
OCLC-nummer: 255827828
Opmerkingen: Literaturverz. S. [319] - 324.
Beschrijving: XIV, 337 S. ; 24 cm.
Inhoud: Exponential and Information Inequalities.- Gaussian Processes.- Gaussian Model Selection.- Concentration Inequalities.- Maximal Inequalities.- Density Estimation via Model Selection.- Statistical Learning.
Serietitel: Lecture notes in mathematics, Subseries: Ecole d'Eté des Probabilités de Saint-Flour., 1896.
Verantwoordelijkheid: Pascal Massart. Ed.: Jean Picard.
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