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Oracle Inequalities in Empirical Risk Minimization and Sparse Recovery Problems

- Ecole d'Ete de Probabilites de Saint-Flour XXXVIII-2008

Bag om 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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  • Sprog:
  • Engelsk
  • ISBN:
  • 9783642221460
  • Indbinding:
  • Paperback
  • Sideantal:
  • 254
  • Udgivet:
  • 29. juli 2011
  • Størrelse:
  • 155x235x14 mm.
  • Vægt:
  • 454 g.
  • BLACK NOVEMBER
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Leveringstid: 8-11 hverdage
Forventet levering: 20. november 2024

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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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