Oracle inequalities in empirical risk minimization and sparse recovery problems
Subtitle: École d'été de probabilités de Saint-Flour XXXVIII-2008
By: Vladimir Koltchinskii
Contributors: Ecole d'été de probabilités de Saint-Flour (38th : 2008)
Series: Lecture notes in mathematics -- 2033; Lecture notes in mathematics (Springer-Verlag) -- 2033.
Publisher: Springer Verlag
Published: 2011
Place of publication: Berlin; Heidelberg; New York
Language: eng
Number of pages: 254
ISBN-13: 9783642221460
Subjects: Probabilities; Congresses; Regression analysis; Inequalities (Mathematics); Sparse matrices; Estimation theory; Nonparametric statistics
Other titles: École d'été de probabilités de Saint-Flour XXXVIII-2008
Notes: Includes bibliographical references and index.