Download Concentration Inequalities and Model Selection: Ecole d'Eté by Pascal Massart,Jean Picard PDF

By Pascal Massart,Jean Picard

Concentration inequalities were well-known as primary instruments in different domain names comparable to geometry of Banach areas or random combinatorics. additionally they flip to be crucial instruments to increase a non asymptotic idea in information. This quantity offers an summary of a non asymptotic thought for version choice. It additionally discusses a few chosen functions to variable choice, swap issues detection and statistical learning.

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Read or Download Concentration Inequalities and Model Selection: Ecole d'Eté de Probabilités de Saint-Flour XXXIII - 2003 (Lecture Notes in Mathematics) PDF

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