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 [H. Zou, T. Hastie, Regularization and variable selection via the elastic net, J. R. Stat. Soc. Ser. B, 67(2) (2005) 301–320] for the selection of group...

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Bibliographic Details
Main Authors: De Mol, Christine, De Vito, Ernesto, Rosasco, Lorenzo Andrea
Other Authors: Massachusetts Institute of Technology. Center for Biological & Computational Learning
Format: Article
Language:en_US
Published: Elsevier 2015
Online Access:http://hdl.handle.net/1721.1/96186
https://orcid.org/0000-0001-6376-4786