Ben-Tal, Aharon; Nemirovski, Arkadi On solving large-scale polynomial convex problems by randomized first-order algorithms. (English) Zbl 1338.90249 Math. Oper. Res. 40, No. 2, 474-494 (2015). MSC: 90C06 90C25 90C47 90C52 68W20 PDFBibTeX XMLCite \textit{A. Ben-Tal} and \textit{A. Nemirovski}, Math. Oper. Res. 40, No. 2, 474--494 (2015; Zbl 1338.90249) Full Text: DOI arXiv
Ben-Tal, Aharon; Bhadra, Sahely; Bhattacharyya, Chiranjib; Nemirovski, Arkadi Efficient methods for robust classification under uncertainty in kernel matrices. (English) Zbl 1433.68326 J. Mach. Learn. Res. 13, 2923-2954 (2012). MSC: 68T05 62H30 68T37 PDFBibTeX XMLCite \textit{A. Ben-Tal} et al., J. Mach. Learn. Res. 13, 2923--2954 (2012; Zbl 1433.68326) Full Text: Link
Aflalo, Jonathan; Ben-Tal, Aharon; Bhattacharyya, Chiranjib; Saketha Nath, Jagarlapudi; Raman, Sankaran Variable sparsity kernel learning. (English) Zbl 1280.68152 J. Mach. Learn. Res. 12, 565-592 (2011). MSC: 68T05 62H30 PDFBibTeX XMLCite \textit{J. Aflalo} et al., J. Mach. Learn. Res. 12, 565--592 (2011; Zbl 1280.68152) Full Text: Link
Ben-Tal, Aharon; Bhadra, Sahely; Bhattacharyya, Chiranjib; Saketha Nath, J. Chance constrained uncertain classification via robust optimization. (English) Zbl 1218.68117 Math. Program. 127, No. 1 (B), 145-173 (2011). Reviewer: Florin Gorunescu (Craiova) MSC: 68T05 PDFBibTeX XMLCite \textit{A. Ben-Tal} et al., Math. Program. 127, No. 1 (B), 145--173 (2011; Zbl 1218.68117) Full Text: DOI
Ben-Tal, Aharon; Margalit, Tamar; Nemirovski, Arkadi The ordered subsets mirror descent optimization method with applications to tomography. (English) Zbl 0992.92034 SIAM J. Optim. 12, No. 1, 79-108 (2001). Reviewer: Walter Schempp (Siegen) MSC: 92C55 68U10 90C25 90C90 92C50 PDFBibTeX XMLCite \textit{A. Ben-Tal} et al., SIAM J. Optim. 12, No. 1, 79--108 (2001; Zbl 0992.92034) Full Text: DOI