Gonen, Alon; Shalev-Shwartz, Shai Average stability is invariant to data preconditioning. Implications to exp-concave empirical risk minimization. (English) Zbl 1473.62257 J. Mach. Learn. Res. 18(2017-2018), Paper No. 222, 13 p. (2018). MSC: 62J12 68T05 PDFBibTeX XMLCite \textit{A. Gonen} and \textit{S. Shalev-Shwartz}, J. Mach. Learn. Res. 18, Paper No. 222, 13 p. (2018; Zbl 1473.62257) Full Text: arXiv Link
Gonen, Alon; Rosenbaum, Dan; Eldar, Yonina C.; Shalev-Shwartz, Shai Subspace learning with partial information. (English) Zbl 1360.68676 J. Mach. Learn. Res. 17, Paper No. 52, 21 p. (2016). MSC: 68T05 62H25 PDFBibTeX XMLCite \textit{A. Gonen} et al., J. Mach. Learn. Res. 17, Paper No. 52, 21 p. (2016; Zbl 1360.68676) Full Text: arXiv Link
Gonen, Alon; Sabato, Sivan; Shalev-Shwartz, Shai Efficient active learning of halfspaces: an aggressive approach. (English) Zbl 1317.68160 J. Mach. Learn. Res. 14, 2583-2615 (2013). MSC: 68T05 62H30 PDFBibTeX XMLCite \textit{A. Gonen} et al., J. Mach. Learn. Res. 14, 2583--2615 (2013; Zbl 1317.68160) Full Text: arXiv Link