Elastic-net regularization in learning theory

Author:

De Mol Christine,De Vito Ernesto,Rosasco Lorenzo

Publisher

Elsevier BV

Subject

Applied Mathematics,Control and Optimization,Numerical Analysis,Statistics and Probability,Algebra and Number Theory,General Mathematics

Reference45 articles.

1. The Dantzig selector: Statistical estimation when p is much larger than n;Candès;Ann. Statist.,2007

2. A. Destrero, C. De Mol, F. Odone, A. Verri, A regularized approach to feature selection for face detection, in: Proceedings ACCV07, 2007, pages II: 881–890

3. Feature selection for high-dimensional data;Destrero;Comput. Manag. Sci.,2009

4. A sparsity-enforcing method for learning face features;Destrero;IEEE Trans. Image Process.,2009

5. C. De Mol, S. Mosci, M. Traskine, A. Verri, A regularized method for selecting nested groups of relevant genes from microarray data, J. Comp. Biol. (in press). Preprint available at: http://arxiv.org/abs/0809.1777

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