Generalized LASSO with under-determined regularization matrices.

Duan, Junbo; Soussen, Charles; Brie, David; Idier, Jérôme; Wan, Mingxi; Wang, Yu-Ping

Duan, Junbo; Soussen, Charles; Brie, David; Idier, Jérôme; Wan, Mingxi; Wang, Yu-Ping.

Afiliación

Duan J; Key Laboratory of Biomedical Information Engineering of Ministry of Education and Department of Biomedical Engineering, School of Life Science and Technology, Xi'an Jiaotong University, Xi'an 710049, China.
Soussen C; Université de Lorraine and the CNRS at the CRAN (Centre de Recherche en Automatique de Nancy), UMR 7039, Campus Sciences, BP 70239, 54506 Vandoeuvre-lés-Nancy Cedex, France.
Brie D; Université de Lorraine and the CNRS at the CRAN (Centre de Recherche en Automatique de Nancy), UMR 7039, Campus Sciences, BP 70239, 54506 Vandoeuvre-lés-Nancy Cedex, France.
Idier J; L'UNAM Université, Ecole Centrale de Nantes and the CNRS at the Institut de Recherche en Communications et Cybernétique de Nantes (IRCCyN), UMR 6597, 1 rue de la Noë, BP 92101, F-44321 Nantes Cedex 3, France.
Wan M; Key Laboratory of Biomedical Information Engineering of Ministry of Education and Department of Biomedical Engineering, School of Life Science and Technology, Xi'an Jiaotong University, Xi'an 710049, China.
Wang YP; Department of Biomedical Engineering, and the Department of Biostatistics and Bioinformatics, Lindy Boggs Center, Tulane University, New Orleans, LA 70118, USA.

Signal Processing ; 127: 239-246, 2016 Oct.

Article en En | MEDLINE | ID: mdl-27346902

Palabras clave

LASSO; deconvolution; diagonally dominant; generalized LASSO; robust LASSO; solution path; total variation

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Texto completo: 1 Colección: 01-internacional Base de datos: MEDLINE Idioma: En Revista: Signal Processing Año: 2016 Tipo del documento: Article País de afiliación: China Pais de publicación: Países Bajos

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