Capó, Marco; Pérez, Aritz; Lozano, José A. LASSO for streaming data with adaptative filtering. (English) Zbl 1499.62013 Stat. Comput. 33, No. 1, Paper No. 5, 14 p. (2023). MSC: 62-08 62J07 PDFBibTeX XMLCite \textit{M. Capó} et al., Stat. Comput. 33, No. 1, Paper No. 5, 14 p. (2023; Zbl 1499.62013) Full Text: DOI
Mhenni, Ramzi Ben; Bourguignon, Sébastien; Ninin, Jordan Global optimization for sparse solution of least squares problems. (English) Zbl 1509.90159 Optim. Methods Softw. 37, No. 5, 1740-1769 (2022). MSC: 90C26 90C57 90C59 PDFBibTeX XMLCite \textit{R. B. Mhenni} et al., Optim. Methods Softw. 37, No. 5, 1740--1769 (2022; Zbl 1509.90159) Full Text: DOI
Brauer, Christoph; Lorenz, Dirk A. Complexity and applications of the homotopy principle for uniformly constrained sparse minimization. (English) Zbl 1468.65070 Appl. Math. Optim. 82, No. 3, 983-1016 (2020). MSC: 65K05 65C20 62H30 90C05 90C25 PDFBibTeX XMLCite \textit{C. Brauer} and \textit{D. A. Lorenz}, Appl. Math. Optim. 82, No. 3, 983--1016 (2020; Zbl 1468.65070) Full Text: DOI
Wang, Guoqiang; Wei, Xinyuan; Yu, Bo; Xu, Lijun An efficient proximal block coordinate homotopy method for large-scale sparse least squares problems. (English) Zbl 1434.90091 SIAM J. Sci. Comput. 42, No. 1, A395-A423 (2020). MSC: 90C06 90C26 PDFBibTeX XMLCite \textit{G. Wang} et al., SIAM J. Sci. Comput. 42, No. 1, A395--A423 (2020; Zbl 1434.90091) Full Text: DOI
Brauer, Christoph; Lorenz, Dirk A.; Tillmann, Andreas M. A primal-dual homotopy algorithm for \(\ell _{1}\)-minimization with \(\ell _{\infty }\)-constraints. (English) Zbl 1391.90404 Comput. Optim. Appl. 70, No. 2, 443-478 (2018). MSC: 90C05 90C25 65K05 PDFBibTeX XMLCite \textit{C. Brauer} et al., Comput. Optim. Appl. 70, No. 2, 443--478 (2018; Zbl 1391.90404) Full Text: DOI arXiv
Barekat, Farzin; Osher, Stanley A time continuation based fast approximate algorithm for compressed sensing related optimization. (English) Zbl 1322.49050 Math. Comput. 84, No. 296, 2791-2822 (2015). MSC: 49M29 65K10 90C25 PDFBibTeX XMLCite \textit{F. Barekat} and \textit{S. Osher}, Math. Comput. 84, No. 296, 2791--2822 (2015; Zbl 1322.49050) Full Text: DOI arXiv
Lin, Qihang; Xiao, Lin An adaptive accelerated proximal gradient method and its homotopy continuation for sparse optimization. (English) Zbl 1341.90102 Comput. Optim. Appl. 60, No. 3, 633-674 (2015). MSC: 90C26 PDFBibTeX XMLCite \textit{Q. Lin} and \textit{L. Xiao}, Comput. Optim. Appl. 60, No. 3, 633--674 (2015; Zbl 1341.90102) Full Text: DOI