Lee, Ching-pei; Chang, Kai-Wei Distributed block-diagonal approximation methods for regularized empirical risk minimization. (English) Zbl 1496.68276 Mach. Learn. 109, No. 4, 813-852 (2020). MSC: 68T05 62H30 62J02 68W15 90C25 90C59 PDFBibTeX XMLCite \textit{C.-p. Lee} and \textit{K.-W. Chang}, Mach. Learn. 109, No. 4, 813--852 (2020; Zbl 1496.68276) Full Text: DOI arXiv
Yuan, Guo-Xun; Chang, Kai-Wei; Hsieh, Cho-Jui; Lin, Chih-Jen A comparison of optimization methods and software for large-scale L1-regularized linear classification. (English) Zbl 1242.62065 J. Mach. Learn. Res. 11, 3183-3234 (2010). MSC: 62H30 62-04 68T05 PDFBibTeX XMLCite \textit{G.-X. Yuan} et al., J. Mach. Learn. Res. 11, 3183--3234 (2010; Zbl 1242.62065) Full Text: Link
Chang, Yin-Wen; Hsieh, Cho-Jui; Chang, Kai-Wei; Ringgaard, Michael; Lin, Chih-Jen Training and testing low-degree polynomial data mappings via linear SVM. (English) Zbl 1242.68210 J. Mach. Learn. Res. 11, 1471-1490 (2010). MSC: 68T05 62H30 68T50 PDFBibTeX XMLCite \textit{Y.-W. Chang} et al., J. Mach. Learn. Res. 11, 1471--1490 (2010; Zbl 1242.68210) Full Text: Link
Huang, Fang-Lan; Hsieh, Cho-Jui; Chang, Kai-Wei; Lin, Chih-Jen Iterative scaling and coordinate descent methods for maximum entropy models. (English) Zbl 1242.68351 J. Mach. Learn. Res. 11, 815-848 (2010). MSC: 68T50 68T05 62H30 PDFBibTeX XMLCite \textit{F.-L. Huang} et al., J. Mach. Learn. Res. 11, 815--848 (2010; Zbl 1242.68351) Full Text: Link
Chang, Kai-Wei; Hsieh, Cho-Jui; Lin, Chih-Jen Coordinate descent method for large-scale L2-loss linear support vector machines. (English) Zbl 1225.68157 J. Mach. Learn. Res. 9, 1369-1398 (2008). MSC: 68T05 62H30 PDFBibTeX XMLCite \textit{K.-W. Chang} et al., J. Mach. Learn. Res. 9, 1369--1398 (2008; Zbl 1225.68157) Full Text: Link