Fürnkranz, Johannes; Kliegr, Tomáš; Paulheim, Heiko On cognitive preferences and the plausibility of rule-based models. (English) Zbl 1496.68273 Mach. Learn. 109, No. 4, 853-898 (2020). MSC: 68T05 91E10 PDFBibTeX XMLCite \textit{J. Fürnkranz} et al., Mach. Learn. 109, No. 4, 853--898 (2020; Zbl 1496.68273) Full Text: DOI arXiv
Lee, Ching-pei; Chang, Kai-Wei Distributed block-diagonal approximation methods for regularized empirical risk minimization. (English) Zbl 1496.68276 Mach. Learn. 109, No. 4, 813-852 (2020). MSC: 68T05 62H30 62J02 68W15 90C25 90C59 PDFBibTeX XMLCite \textit{C.-p. Lee} and \textit{K.-W. Chang}, Mach. Learn. 109, No. 4, 813--852 (2020; Zbl 1496.68276) Full Text: DOI arXiv
Manukyan, Artür; Ceyhan, Elvan Classification using proximity catch digraphs. (English) Zbl 1496.68277 Mach. Learn. 109, No. 4, 761-811 (2020). MSC: 68T05 05C20 05C62 05C69 05C80 62H30 68R10 PDFBibTeX XMLCite \textit{A. Manukyan} and \textit{E. Ceyhan}, Mach. Learn. 109, No. 4, 761--811 (2020; Zbl 1496.68277) Full Text: DOI arXiv
Bekker, Jessa; Davis, Jesse Learning from positive and unlabeled data: a survey. (English) Zbl 1496.68270 Mach. Learn. 109, No. 4, 719-760 (2020). MSC: 68T05 62H30 68-02 PDFBibTeX XMLCite \textit{J. Bekker} and \textit{J. Davis}, Mach. Learn. 109, No. 4, 719--760 (2020; Zbl 1496.68270) Full Text: DOI arXiv
Simpson, Edwin; Gurevych, Iryna Scalable Bayesian preference learning for crowds. (English) Zbl 1496.68280 Mach. Learn. 109, No. 4, 689-718 (2020). MSC: 68T05 62F15 91B06 PDFBibTeX XMLCite \textit{E. Simpson} and \textit{I. Gurevych}, Mach. Learn. 109, No. 4, 689--718 (2020; Zbl 1496.68280) Full Text: DOI arXiv
Tabak, Esteban G.; Trigila, Giulio; Zhao, Wenjun Conditional density estimation and simulation through optimal transport. (English) Zbl 1496.62068 Mach. Learn. 109, No. 4, 665-688 (2020). MSC: 62G07 68T05 86A10 62-08 PDFBibTeX XMLCite \textit{E. G. Tabak} et al., Mach. Learn. 109, No. 4, 665--688 (2020; Zbl 1496.62068) Full Text: DOI