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Oracle Inequalities in Empirical Risk Minimization and Sparse Recovery Problems
- Ecole d'Ete de Probabilites de Saint-Flour XXXVIII-2008
part of the Lecture Notes in Mathematics series
part of the Ecole d'Ete de Probabilites de Saint-Flour series
- Language:
- English
- ISBN:
- 9783642221460
- Binding:
- Paperback
- Pages:
- 254
- Published:
- July 28, 2011
- Dimensions:
- 155x235x14 mm.
- Weight:
- 454 g.
Delivery:
2-4 weeks
Expected delivery: December 20, 2024
Description of 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.
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