Chen, Ji; Li, Xiaodong Model-free nonconvex matrix completion: local minima analysis and applications in memory-efficient kernel PCA. (English) Zbl 1441.62157 J. Mach. Learn. Res. 20, Paper No. 142, 39 p. (2019). MSC: 62H25 62H30 15A24 90C26 PDFBibTeX XMLCite \textit{J. Chen} and \textit{X. Li}, J. Mach. Learn. Res. 20, Paper No. 142, 39 p. (2019; Zbl 1441.62157) Full Text: arXiv Link
Balcan, Maria-Florina; Liang, Yingyu; Song, Zhao; Woodruff, David P.; Zhang, Hongyang Non-convex matrix completion and related problems via strong duality. (English) Zbl 1440.15021 J. Mach. Learn. Res. 20, Paper No. 102, 56 p. (2019). MSC: 15A83 15A23 65F99 62H25 90C26 PDFBibTeX XMLCite \textit{M.-F. Balcan} et al., J. Mach. Learn. Res. 20, Paper No. 102, 56 p. (2019; Zbl 1440.15021) Full Text: Link
Shah, Nihar B.; Balakrishnan, Sivaraman; Wainwright, Martin J. Low permutation-rank matrices: structural properties and noisy completion. (English) Zbl 1434.68451 J. Mach. Learn. Res. 20, Paper No. 101, 43 p. (2019). MSC: 68T05 15A83 62C20 62H12 PDFBibTeX XMLCite \textit{N. B. Shah} et al., J. Mach. Learn. Res. 20, Paper No. 101, 43 p. (2019; Zbl 1434.68451) Full Text: arXiv Link
Zhang, Lijun; Yang, Tianbao; Jin, Rong; Zhou, Zhi-Hua Relative error bound analysis for nuclear norm regularized matrix completion. (English) Zbl 1440.65053 J. Mach. Learn. Res. 20, Paper No. 97, 22 p. (2019). MSC: 65F55 15A83 PDFBibTeX XMLCite \textit{L. Zhang} et al., J. Mach. Learn. Res. 20, Paper No. 97, 22 p. (2019; Zbl 1440.65053) Full Text: Link
Xia, Dong; Zhou, Fan The sup-norm perturbation of HOSVD and low rank tensor denoising. (English) Zbl 1489.62169 J. Mach. Learn. Res. 20, Paper No. 61, 42 p. (2019). MSC: 62H12 15A23 15A69 PDFBibTeX XMLCite \textit{D. Xia} and \textit{F. Zhou}, J. Mach. Learn. Res. 20, Paper No. 61, 42 p. (2019; Zbl 1489.62169) Full Text: arXiv Link
Lopes, Miles E.; Wang, Shusen; Mahoney, Michael W. A bootstrap method for error estimation in randomized matrix multiplication. (English) Zbl 1484.62037 J. Mach. Learn. Res. 20, Paper No. 39, 40 p. (2019). MSC: 62F99 15B52 62G09 PDFBibTeX XMLCite \textit{M. E. Lopes} et al., J. Mach. Learn. Res. 20, Paper No. 39, 40 p. (2019; Zbl 1484.62037) Full Text: arXiv Link
Khetan, Ashish; Oh, Sewoong Spectrum estimation from a few entries. (English) Zbl 1483.62092 J. Mach. Learn. Res. 20, Paper No. 21, 55 p. (2019). MSC: 62H12 15A83 PDFBibTeX XMLCite \textit{A. Khetan} and \textit{S. Oh}, J. Mach. Learn. Res. 20, Paper No. 21, 55 p. (2019; Zbl 1483.62092) Full Text: arXiv Link
Chen, Han; Raskutti, Garvesh; Yuan, Ming Non-convex projected gradient descent for generalized low-rank tensor regression. (English) Zbl 1483.62091 J. Mach. Learn. Res. 20, Paper No. 5, 37 p. (2019). MSC: 62H12 15A69 62J05 62J12 68T05 PDFBibTeX XMLCite \textit{H. Chen} et al., J. Mach. Learn. Res. 20, Paper No. 5, 37 p. (2019; Zbl 1483.62091) Full Text: arXiv Link