Ye, Haishan; Luo, Luo; Zhang, Zhihua Approximate Newton methods. (English) Zbl 07370583 J. Mach. Learn. Res. 22, Paper No. 66, 41 p. (2021). MSC: 68T05 PDFBibTeX XMLCite \textit{H. Ye} et al., J. Mach. Learn. Res. 22, Paper No. 66, 41 p. (2021; Zbl 07370583) Full Text: arXiv Link
Ye, Haishan; Luo, Luo; Zhang, Zhihua Nesterov’s acceleration for approximate Newton. (English) Zbl 1518.68328 J. Mach. Learn. Res. 21, Paper No. 142, 37 p. (2020). MSC: 68T05 65K10 90C15 90C25 90C53 PDFBibTeX XMLCite \textit{H. Ye} et al., J. Mach. Learn. Res. 21, Paper No. 142, 37 p. (2020; Zbl 1518.68328) Full Text: Link
Luo, Luo; Chen, Cheng; Zhang, Zhihua; Li, Wu-Jun; Zhang, Tong Robust frequent directions with application in online learning. (English) Zbl 1484.68341 J. Mach. Learn. Res. 20, Paper No. 45, 41 p. (2019). MSC: 68W27 65F55 65K05 68T05 68T20 90C25 90C59 PDFBibTeX XMLCite \textit{L. Luo} et al., J. Mach. Learn. Res. 20, Paper No. 45, 41 p. (2019; Zbl 1484.68341) Full Text: arXiv Link
Wang, Shusen; Zhang, Zhihua; Zhang, Tong Towards more efficient SPSD matrix approximation and CUR matrix decomposition. (English) Zbl 1441.65039 J. Mach. Learn. Res. 17, Paper No. 210, 49 p. (2016). Reviewer: Anton Iliev (Plovdiv) MSC: 65F15 65F55 15A23 PDFBibTeX XMLCite \textit{S. Wang} et al., J. Mach. Learn. Res. 17, Paper No. 210, 49 p. (2016; Zbl 1441.65039) Full Text: arXiv Link
Wang, Shusen; Luo, Luo; Zhang, Zhihua SPSD matrix approximation vis column selection: theories, algorithms, and extensions. (English) Zbl 1360.65130 J. Mach. Learn. Res. 17, Paper No. 49, 49 p. (2016). MSC: 65F30 68T05 PDFBibTeX XMLCite \textit{S. Wang} et al., J. Mach. Learn. Res. 17, Paper No. 49, 49 p. (2016; Zbl 1360.65130) Full Text: arXiv Link
Wang, Shusen; Zhang, Zhihua Improving CUR matrix decomposition and the Nyström approximation via adaptive sampling. (English) Zbl 1318.65023 J. Mach. Learn. Res. 14, 2729-2769 (2013). MSC: 65F30 60E15 62H99 PDFBibTeX XMLCite \textit{S. Wang} and \textit{Z. Zhang}, J. Mach. Learn. Res. 14, 2729--2769 (2013; Zbl 1318.65023) Full Text: arXiv Link
Zhang, Zhihua; Liu, Dehua; Dai, Guang; Jordan, Michael I. Coherence functions with applications in large-margin classification methods. (English) Zbl 1433.68387 J. Mach. Learn. Res. 13, 2705-2734 (2012). MSC: 68T05 62H30 PDFBibTeX XMLCite \textit{Z. Zhang} et al., J. Mach. Learn. Res. 13, 2705--2734 (2012; Zbl 1433.68387) Full Text: arXiv Link
Zhang, Zhihua; Wang, Shusen; Liu, Dehua; Jordan, Michael I. EP-GIG priors and applications in Bayesian sparse learning. (English) Zbl 1432.68405 J. Mach. Learn. Res. 13, 2031-2061 (2012). MSC: 68T05 62F15 PDFBibTeX XMLCite \textit{Z. Zhang} et al., J. Mach. Learn. Res. 13, 2031--2061 (2012; Zbl 1432.68405) Full Text: arXiv Link
Zhang, Zhihua; Dai, Guang; Jordan, Michael I. Bayesian generalized kernel mixed models. (English) Zbl 1280.68221 J. Mach. Learn. Res. 12, 111-139 (2011). MSC: 68T05 62G08 60G15 62F15 PDFBibTeX XMLCite \textit{Z. Zhang} et al., J. Mach. Learn. Res. 12, 111--139 (2011; Zbl 1280.68221) Full Text: Link
Zhang, Zhihua; Dai, Guang; Xu, Congfu; Jordan, Michael I. Regularized discriminant analysis, ridge regression and beyond. (English) Zbl 1242.62067 J. Mach. Learn. Res. 11, 2199-2228 (2010). MSC: 62H30 62J07 15A18 PDFBibTeX XMLCite \textit{Z. Zhang} et al., J. Mach. Learn. Res. 11, 2199--2228 (2010; Zbl 1242.62067) Full Text: Link