Name: Oracle Inequalities in Empirical Risk Minimization and Sparse Recovery Problems
Price: 67.00 EUR
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Author: Vladimir Koltchinskii
ISBN: 9783642221460

Oracle Inequalities in Empirical Risk Minimization and Sparse Recovery Problems von Vladimir Koltchinskii

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Über 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.

Sprache:
Englisch

ISBN:
9783642221460

Verlag:
Springer-Verlag Berlin and Heidelberg GmbH & Co. KG

Einband:
Taschenbuch

Seitenzahl:
254

Veröffentlicht:
29 Juli 2011

Abmessungen:
155x235x14 mm.

Gewicht:
454 g.

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Über Vladimir Koltchinskii

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Beschreibung von 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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Oracle Inequalities in Empirical Risk Minimization and Sparse Recovery Problems

Über Vladimir Koltchinskii

Beschreibung von Oracle Inequalities in Empirical Risk Minimization and Sparse Recovery Problems

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