By Pascal Massart,Jean Picard
Concentration inequalities were famous as basic instruments in different domain names akin to geometry of Banach areas or random combinatorics. in addition they flip to be crucial instruments to enhance a non asymptotic idea in information. This quantity presents an outline of a non asymptotic conception for version choice. It additionally discusses a few chosen functions to variable choice, switch issues detection and statistical learning.
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Additional resources for Concentration Inequalities and Model Selection: Ecole d'Eté de Probabilités de Saint-Flour XXXIII - 2003 (Lecture Notes in Mathematics)
Concentration Inequalities and Model Selection: Ecole d'Eté de Probabilités de Saint-Flour XXXIII - 2003 (Lecture Notes in Mathematics) by Pascal Massart,Jean Picard