Wong, Raymond K. W.; Lee, Thomas C. M. Matrix completion with noisy entries and outliers. (English) Zbl 1443.15017 J. Mach. Learn. Res. 18(2017-2018), Paper No. 147, 25 p. (2017). MSC: 15A83 65F99 PDFBibTeX XMLCite \textit{R. K. W. Wong} and \textit{T. C. M. Lee}, J. Mach. Learn. Res. 18, Paper No. 147, 25 p. (2017; Zbl 1443.15017) Full Text: arXiv Link
Mandt, Stephan; Hoffman, Matthew D.; Blei, David M. Stochastic gradient descent as approximate Bayesian inference. (English) Zbl 1442.62055 J. Mach. Learn. Res. 18(2017-2018), Paper No. 134, 35 p. (2017). MSC: 62F15 62L20 65C05 PDFBibTeX XMLCite \textit{S. Mandt} et al., J. Mach. Learn. Res. 18, Paper No. 134, 35 p. (2017; Zbl 1442.62055) Full Text: arXiv Link
Perrone, Valerio; Jenkins, Paul A.; Spanò, Dario; Teh, Yee Whye Poisson random fields for dynamic feature models. (English) Zbl 1442.62070 J. Mach. Learn. Res. 18(2017-2018), Paper No. 127, 45 p. (2017). MSC: 62G05 60G55 62P30 65C05 PDFBibTeX XMLCite \textit{V. Perrone} et al., J. Mach. Learn. Res. 18, Paper No. 127, 45 p. (2017; Zbl 1442.62070) Full Text: arXiv Link
Minsker, Stanislav; Srivastava, Sanvesh; Lin, Lizhen; Dunson, David B. Robust and scalable Bayes via a median of subset posterior measures. (English) Zbl 1442.62056 J. Mach. Learn. Res. 18(2017-2018), Paper No. 124, 40 p. (2017). MSC: 62F15 62F35 62R07 62-08 65C05 PDFBibTeX XMLCite \textit{S. Minsker} et al., J. Mach. Learn. Res. 18, Paper No. 124, 40 p. (2017; Zbl 1442.62056) Full Text: arXiv Link
Ashraphijuo, Morteza; Wang, Xiaodong; Aggarwal, Vaneet Rank determination for low-rank data completion. (English) Zbl 1441.65049 J. Mach. Learn. Res. 18(2017-2018), Paper No. 98, 29 p. (2017). MSC: 65F55 68T09 PDFBibTeX XMLCite \textit{M. Ashraphijuo} et al., J. Mach. Learn. Res. 18, Paper No. 98, 29 p. (2017; Zbl 1441.65049) Full Text: arXiv Link
Gerber, Samuel; Maggioni, Mauro Multiscale strategies for computing optimal transport. (English) Zbl 1435.65095 J. Mach. Learn. Res. 18(2017-2018), Paper No. 72, 32 p. (2017). MSC: 65K05 49Q22 90C05 PDFBibTeX XMLCite \textit{S. Gerber} and \textit{M. Maggioni}, J. Mach. Learn. Res. 18, Paper No. 72, 32 p. (2017; Zbl 1435.65095) Full Text: arXiv Link
Saeedi, Ardavan; Kulkarni, Tejas D.; Mansinghka, Vikash K.; Gershman, Samuel J. Variational particle approximations. (English) Zbl 1440.62320 J. Mach. Learn. Res. 18(2017-2018), Paper No. 69, 29 p. (2017). MSC: 62M05 62F15 62L10 65C05 82B44 PDFBibTeX XMLCite \textit{A. Saeedi} et al., J. Mach. Learn. Res. 18, Paper No. 69, 29 p. (2017; Zbl 1440.62320) Full Text: arXiv Link
Bouchard-Côté, Alexandre; Doucet, Arnaud; Roth, Andrew Particle Gibbs split-merge sampling for Bayesian inference in mixture models. (English) Zbl 1439.62081 J. Mach. Learn. Res. 18(2017-2018), Paper No. 28, 39 p. (2017). MSC: 62F15 62H30 62L10 65C05 86A32 PDFBibTeX XMLCite \textit{A. Bouchard-Côté} et al., J. Mach. Learn. Res. 18, Paper No. 28, 39 p. (2017; Zbl 1439.62081) Full Text: arXiv Link
Anandkumar, Animashree; Ge, Rong; Janzamin, Majid Analyzing tensor power method dynamics in overcomplete regime. (English) Zbl 1437.65037 J. Mach. Learn. Res. 18(2017-2018), Paper No. 22, 40 p. (2017). MSC: 65F99 68T05 PDFBibTeX XMLCite \textit{A. Anandkumar} et al., J. Mach. Learn. Res. 18, Paper No. 22, 40 p. (2017; Zbl 1437.65037) Full Text: arXiv Link
Bach, Francis On the equivalence between kernel quadrature rules and random feature expansions. (English) Zbl 1435.65045 J. Mach. Learn. Res. 18(2017-2018), Paper No. 21, 38 p. (2017). MSC: 65D30 PDFBibTeX XMLCite \textit{F. Bach}, J. Mach. Learn. Res. 18, Paper No. 21, 38 p. (2017; Zbl 1435.65045) Full Text: arXiv Link
Atchadé, Yves F.; Fort, Gersende; Moulines, Eric On perturbed proximal gradient algorithms. (English) Zbl 1433.90199 J. Mach. Learn. Res. 18(2017-2018), Paper No. 10, 33 p. (2017). MSC: 90C59 65C05 PDFBibTeX XMLCite \textit{Y. F. Atchadé} et al., J. Mach. Learn. Res. 18, Paper No. 10, 33 p. (2017; Zbl 1433.90199) Full Text: arXiv Link