Siirry suoraan sisältöön
Oracle Inequalities in Empirical Risk Minimization and Sparse Recovery Problems
Tallenna

Oracle Inequalities in Empirical Risk Minimization and Sparse Recovery Problems

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.
Alaotsikko
École d’Été de Probabilités de Saint-Flour XXXVIII-2008
ISBN
9783642221460
Kieli
englanti
Paino
310 grammaa
Julkaisupäivä
29.7.2011
Sivumäärä
254