Kumar, K. S. Sesh; Bach, Francis Active-set methods for submodular minimization problems. (English) Zbl 1451.90121 J. Mach. Learn. Res. 18(2017-2018), Paper No. 132, 31 p. (2017). Reviewer: Suvra Kanti Chakraborty (Kolkata) MSC: 90C25 PDFBibTeX XMLCite \textit{K. S. S. Kumar} and \textit{F. Bach}, J. Mach. Learn. Res. 18, Paper No. 132, 31 p. (2017; Zbl 1451.90121) Full Text: arXiv Link
Dupuy, Christophe; Bach, Francis Online but accurate inference for latent variable models with local Gibbs sampling. (English) Zbl 1442.62046 J. Mach. Learn. Res. 18(2017-2018), Paper No. 126, 45 p. (2017). MSC: 62F10 60J22 62F15 62L20 68W27 PDFBibTeX XMLCite \textit{C. Dupuy} and \textit{F. Bach}, J. Mach. Learn. Res. 18, Paper No. 126, 45 p. (2017; Zbl 1442.62046) Full Text: arXiv Link
Dieuleveut, Aymeric; Flammarion, Nicolas; Bach, Francis Harder, better, faster, stronger convergence rates for least-squares regression. (English) Zbl 1441.62215 J. Mach. Learn. Res. 18(2017-2018), Paper No. 101, 51 p. (2017). MSC: 62L20 62J05 62G07 62-08 PDFBibTeX XMLCite \textit{A. Dieuleveut} et al., J. Mach. Learn. Res. 18, Paper No. 101, 51 p. (2017; Zbl 1441.62215) Full Text: arXiv Link
Flammarion, Nicolas; Palaniappan, Balamurugan; Bach, Francis Robust discriminative clustering with sparse regularizers. (English) Zbl 1440.62243 J. Mach. Learn. Res. 18(2017-2018), Paper No. 80, 50 p. (2017). MSC: 62H30 62G35 PDFBibTeX XMLCite \textit{N. Flammarion} et al., J. Mach. Learn. Res. 18, Paper No. 80, 50 p. (2017; Zbl 1440.62243) Full Text: arXiv Link
Pedregosa, Fabian; Bach, Francis; Gramfort, Alexandre On the consistency of ordinal regression methods. (English) Zbl 1440.62261 J. Mach. Learn. Res. 18(2017-2018), Paper No. 55, 35 p. (2017). MSC: 62J02 62J05 PDFBibTeX XMLCite \textit{F. Pedregosa} et al., J. Mach. Learn. Res. 18, Paper No. 55, 35 p. (2017; Zbl 1440.62261) 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
Bach, Francis Breaking the curse of dimensionality with convex neural networks. (English) Zbl 1433.68390 J. Mach. Learn. Res. 18(2017-2018), Paper No. 19, 53 p. (2017). MSC: 68T07 62G05 90C25 PDFBibTeX XMLCite \textit{F. Bach}, J. Mach. Learn. Res. 18, Paper No. 19, 53 p. (2017; Zbl 1433.68390) Full Text: arXiv Link