Oracle Inequalities in Empirical Risk Minimization and Sparse Recovery Problems
École d’Été de Probabilités de Saint-Flour XXXVIII-2008
Häftad, Engelska, 2011
Del 2033 i serien Lecture Notes in Mathematics
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Beskrivning
The purpose of these lecture notes is to provide an introduction to the general theory of empirical risk minimization with an emphasis on excess risk bounds and oracle inequalities in penalized problems.