Vigneron, V.; Chen, H. A multi-scale seriation algorithm for clustering sparse imbalanced data: application to spike sorting. (English) Zbl 1425.68356 PAA, Pattern Anal. Appl. 19, No. 4, 885-903 (2016). MSC: 68T05 62H30 PDFBibTeX XMLCite \textit{V. Vigneron} and \textit{H. Chen}, PAA, Pattern Anal. Appl. 19, No. 4, 885--903 (2016; Zbl 1425.68356) Full Text: DOI
Su, Kai; Ma, Liangli; Xiao, Bin; Zhang, Huaiqiang Web service QoS prediction by neighbor information combined non-negative matrix factorization. (English) Zbl 1361.68016 J. Intell. Fuzzy Syst. 30, No. 6, 3593-3604 (2016). MSC: 68M11 68T05 PDFBibTeX XMLCite \textit{K. Su} et al., J. Intell. Fuzzy Syst. 30, No. 6, 3593--3604 (2016; Zbl 1361.68016) Full Text: DOI
Lin, Siming; Peng, Weidong; Li, Mingyang; Lin, Zhiguo; Li, Rui A sparsity adaptive CS-based channel estimation algorithm. (Chinese. English summary) Zbl 1374.94754 J. Hefei Univ. Technol., Nat. Sci. 39, No. 8, 1055-1059 (2016). MSC: 94A40 94A12 PDFBibTeX XMLCite \textit{S. Lin} et al., J. Hefei Univ. Technol., Nat. Sci. 39, No. 8, 1055--1059 (2016; Zbl 1374.94754) Full Text: DOI
Hu, Ting; Yao, Yuan Learning rates of regression with \(q\)-norm loss and threshold. (English) Zbl 1394.62044 Anal. Appl., Singap. 14, No. 6, 809-827 (2016). MSC: 62G08 68T05 62G35 PDFBibTeX XMLCite \textit{T. Hu} and \textit{Y. Yao}, Anal. Appl., Singap. 14, No. 6, 809--827 (2016; Zbl 1394.62044) Full Text: DOI arXiv
Mcdonald, Andrew M.; Pontil, Massimiliano; Stamos, Dimitris New perspectives on \(k\)-support and cluster norms. (English) Zbl 1392.68356 J. Mach. Learn. Res. 17, Paper No. 155, 38 p. (2016). MSC: 68T05 15A83 62H30 62J07 90C25 PDFBibTeX XMLCite \textit{A. M. Mcdonald} et al., J. Mach. Learn. Res. 17, Paper No. 155, 38 p. (2016; Zbl 1392.68356) Full Text: arXiv Link
Clason, Christian; Kaltenbacher, Barbara; Wachsmuth, Daniel Functional error estimators for the adaptive discretization of inverse problems. (English) Zbl 1354.65111 Inverse Probl. 32, No. 10, Article ID 104004, 25 p. (2016). Reviewer: Mikhail Yu. Kokurin (Yoshkar-Ola) MSC: 65J22 47A52 65J20 65J10 65N21 35R30 PDFBibTeX XMLCite \textit{C. Clason} et al., Inverse Probl. 32, No. 10, Article ID 104004, 25 p. (2016; Zbl 1354.65111) Full Text: DOI arXiv
Swamy, Ranganath Biligere Narayana Sparse topical analysis of dyadic data using matrix tri-factorization. (English) Zbl 1386.68140 Mach. Learn. 104, No. 2-3, 441-466 (2016). MSC: 68T05 15A23 62J07 65F30 65F50 PDFBibTeX XMLCite \textit{R. B. N. Swamy}, Mach. Learn. 104, No. 2--3, 441--466 (2016; Zbl 1386.68140) Full Text: DOI
Han, Deren; Jia, Zehui; Song, Yongzhong; Wang, David Z. W. An efficient projection method for nonlinear inverse problems with sparsity constraints. (English) Zbl 1348.90584 Inverse Probl. Imaging 10, No. 3, 689-709 (2016). MSC: 90C33 94A08 97M50 PDFBibTeX XMLCite \textit{D. Han} et al., Inverse Probl. Imaging 10, No. 3, 689--709 (2016; Zbl 1348.90584) Full Text: DOI
Guo, Xin; Fan, Jun; Zhou, Ding-Xuan Sparsity and error analysis of empirical feature-based regularization schemes. (English) Zbl 1367.68224 J. Mach. Learn. Res. 17, Paper No. 89, 34 p. (2016). MSC: 68T05 46E22 62G08 62J07 PDFBibTeX XMLCite \textit{X. Guo} et al., J. Mach. Learn. Res. 17, Paper No. 89, 34 p. (2016; Zbl 1367.68224) Full Text: Link
Kpotufe, Samory; Boularias, Abdeslam; Schultz, Thomas; Kim, Kyoungok Gradients weights improve regression and classification. (English) Zbl 1360.62178 J. Mach. Learn. Res. 17, Paper No. 22, 34 p. (2016). MSC: 62G08 62H30 68T05 PDFBibTeX XMLCite \textit{S. Kpotufe} et al., J. Mach. Learn. Res. 17, Paper No. 22, 34 p. (2016; Zbl 1360.62178) Full Text: Link