Luo, Ziyan; Sun, Defeng; Toh, Kim-Chuan; Xiu, Naihua Solving the OSCAR and SLOPE models using a semismooth Newton-based augmented Lagrangian method. (English) Zbl 1434.68430 J. Mach. Learn. Res. 20, Paper No. 106, 25 p. (2019). MSC: 68T05 62J05 62J07 PDF BibTeX XML Cite \textit{Z. Luo} et al., J. Mach. Learn. Res. 20, Paper No. 106, 25 p. (2019; Zbl 1434.68430) Full Text: Link
Ito, Naoki; Takeda, Akiko; Toh, Kim-Chuan A unified formulation and fast accelerated proximal gradient method for classification. (English) Zbl 1433.68351 J. Mach. Learn. Res. 18(2017-2018), Paper No. 16, 49 p. (2017). MSC: 68T05 62H30 90C90 PDF BibTeX XML Cite \textit{N. Ito} et al., J. Mach. Learn. Res. 18, Paper No. 16, 49 p. (2017; Zbl 1433.68351) Full Text: Link