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

Delve into the theory of oracle inequalities for empirical risk minimization and sparse recovery with this comprehensive text, offering detailed derivations, novel bounds, and insightful discussions on high-dimensional statistical learning.

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