Zhang, Yangjing; Zhang, Ning; Sun, Defeng; Toh, Kim-Chuan A proximal point dual Newton algorithm for solving group graphical Lasso problems. (English) Zbl 1448.90096 SIAM J. Optim. 30, No. 3, 2197-2220 (2020). MSC: 90C35 62J10 PDF BibTeX XML Cite \textit{Y. Zhang} et al., SIAM J. Optim. 30, No. 3, 2197--2220 (2020; Zbl 1448.90096) Full Text: DOI
Zhang, Yangjing; Zhang, Ning; Sun, Defeng; Toh, Kim-Chuan An efficient Hessian based algorithm for solving large-scale sparse group Lasso problems. (English) Zbl 1435.90112 Math. Program. 179, No. 1-2 (A), 223-263 (2020). MSC: 90C25 90C06 62J05 PDF BibTeX XML Cite \textit{Y. Zhang} et al., Math. Program. 179, No. 1--2 (A), 223--263 (2020; Zbl 1435.90112) Full Text: DOI arXiv
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
Wang, Yu-Xiang; Lee, Choon Meng; Cheong, Loong-Fah; Toh, Kim-Chuan Practical matrix completion and corruption recovery using proximal alternating robust subspace minimization. (English) Zbl 1398.68463 Int. J. Comput. Vis. 111, No. 3, 315-344 (2015). MSC: 68T05 15A83 62H35 68U10 PDF BibTeX XML Cite \textit{Y.-X. Wang} et al., Int. J. Comput. Vis. 111, No. 3, 315--344 (2015; Zbl 1398.68463) Full Text: DOI
Wakayama, Masato (ed.); Anderssen, Robert S. (ed.); Cheng, Jin (ed.); Fukumoto, Yasuhide (ed.); McKibbin, Robert (ed.); Polthier, Konrad (ed.); Takagi, Tsuyoshi (ed.); Toh, Kim-Chuan (ed.) The impact of applications on mathematics. Proceedings of the Forum of Mathematics for Industry, “Math-for-Industry 2013”, Fukuoka, Japan, November 4–8, 2013. (English) Zbl 1300.00038 Mathematics for Industry 1. Tokyo: Springer (ISBN 978-4-431-54906-2/hbk; 978-4-431-54907-9/ebook). xv, 369 p. (2014). MSC: 00B25 00A69 00A71 49-06 62-06 68-06 92-06 94-06 PDF BibTeX XML Cite \textit{M. Wakayama} (ed.) et al., The impact of applications on mathematics. Proceedings of the Forum of Mathematics for Industry, ``Math-for-Industry 2013'', Fukuoka, Japan, November 4--8, 2013. Tokyo: Springer (2014; Zbl 1300.00038) Full Text: DOI