Elastic-Net Regularization in Learning Theory

Within the framework of statistical learning theory we analyze in detail the so-called elastic-net regularization scheme proposed by Zou and Hastie ["Regularization and variable selection via the elastic net" J. R. Stat. Soc. Ser. B, 67(2):301-320, 2005] for the selection of groups of corr...

Full description

Bibliographic Details
Main Authors: De Mol, Christine, Rosasco, Lorenzo, De Vito, Ernesto
Other Authors: Tomaso Poggio
Published: 2008
Subjects:
Online Access:http://hdl.handle.net/1721.1/41889