Concentration Inequalities and Model Selection: Ecole d'Eté - download pdf or read online

By Pascal Massart,Jean Picard

Concentration inequalities were well-known as primary instruments in different domain names corresponding to geometry of Banach areas or random combinatorics. in addition they flip to be crucial instruments to strengthen a non asymptotic conception in records. This quantity presents an summary of a non asymptotic thought for version choice. It additionally discusses a few chosen purposes to variable choice, switch 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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