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

By Pascal Massart,Jean Picard

Concentration inequalities were famous as primary instruments in different domain names reminiscent of geometry of Banach areas or random combinatorics. in addition they flip to be crucial instruments to strengthen a non asymptotic idea in facts. This quantity presents an summary of a non asymptotic concept for version choice. It additionally discusses a few chosen functions to variable choice, swap issues detection and statistical learning.

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