Oracle Inequalities in Empirical Risk Minimization and Sparse Recovery Problems : École d Été de Probabilités de Saint-Flour XXXVIII-2008
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. In recent years, there have been new developments in this area motivated by the study of new cla...
Salvato in:
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| Ente Autore: | |
| Natura: | Livre numérique |
| Lingua: | Anglais |
| Pubblicazione: |
Berlin, Heidelberg :
Springer Berlin Heidelberg
[20..].
Cham : Springer Nature |
| Edizione: | 1st ed. 2011. |
| Serie: | Ecole d'Eté de Probabilités de Saint-Flour
38 |
| Soggetti: | |
| Accesso online: | Accès sur la plateforme de l'éditeur Accès sur la plateforme Istex Accès Université d'Orléans Accès INSA CVL |
| Nota: |
L'impression du document génère 266 p. Archives Springer e-books (Licence nationale) Archives Springer e-books (Licence nationale) |
| Autres localisations: | Voir dans le Sudoc |
| Edition sous un autre format: | • Oracle inequalities in empirical risk minimization and sparse recovery problems, Ecole d'été de probabilités de Saint-Flour XXXVIII-2008, Vladimir Koltchinskii, 2011, Heidelberg [etc.], Springer, 1 vol. (IX-254 p.), Lecture notes in mathematics, 978-3-642-22146-0 • Oracle Inequalities in Empirical Risk Minimization and Sparse Recovery Problems, Texte imprimé, 9783642221484 |