Oracle Inequalities in Empirical Risk Minimization and Sparse Recovery Problems: École d'Été de Probabilités de Saint-Flour XXXVIII-2008: Ecole d'Eté ... / École d'Été de Probabilités de Saint-Flour)

by VladimirKoltchinskii (Author)

• New

  Paperback
  2011

  $69.52

  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.