Ayed, Ibrahim; de Bézenac, Emmanuel; Pajot, Arthur; Gallinari, Patrick Modelling spatiotemporal dynamics from Earth observation data with neural differential equations. (English) Zbl 07570161 Mach. Learn. 111, No. 6, 2349-2380 (2022). MSC: 68T05 PDF BibTeX XML Cite \textit{I. Ayed} et al., Mach. Learn. 111, No. 6, 2349--2380 (2022; Zbl 07570161) Full Text: DOI
Zhai, Tingting; Koriche, Frédéric; Gao, Yang; Zhu, Junwu; Li, Bin Online active classification via margin-based and feature-based label queries. (English) Zbl 07570160 Mach. Learn. 111, No. 6, 2323-2348 (2022). MSC: 68T05 PDF BibTeX XML Cite \textit{T. Zhai} et al., Mach. Learn. 111, No. 6, 2323--2348 (2022; Zbl 07570160) Full Text: DOI
Wang, Jing; Shen, Jie Fast spectral analysis for approximate nearest neighbor search. (English) Zbl 07570159 Mach. Learn. 111, No. 6, 2297-2322 (2022). MSC: 68T05 PDF BibTeX XML Cite \textit{J. Wang} and \textit{J. Shen}, Mach. Learn. 111, No. 6, 2297--2322 (2022; Zbl 07570159) Full Text: DOI
Jiantao; Wang, Lin; Yang, Bo; Li, Fanqi; Liu, Chunxiuzi; Zhou, Jin DEFT: distilling entangled factors by preventing information diffusion. (English) Zbl 07570158 Mach. Learn. 111, No. 6, 2275-2295 (2022). MSC: 68T05 PDF BibTeX XML Cite \textit{Jiantao} et al., Mach. Learn. 111, No. 6, 2275--2295 (2022; Zbl 07570158) Full Text: DOI arXiv
den Hengst, Floris; François-Lavet, Vincent; Hoogendoorn, Mark; van Harmelen, Frank Planning for potential: efficient safe reinforcement learning. (English) Zbl 07570157 Mach. Learn. 111, No. 6, 2255-2274 (2022). MSC: 68T05 PDF BibTeX XML Cite \textit{F. den Hengst} et al., Mach. Learn. 111, No. 6, 2255--2274 (2022; Zbl 07570157) Full Text: DOI
Fanuel, Michaël; Schreurs, Joachim; Suykens, Johan A. K. Nyström landmark sampling and regularized Christoffel functions. (English) Zbl 07570156 Mach. Learn. 111, No. 6, 2213-2254 (2022). MSC: 68T05 PDF BibTeX XML Cite \textit{M. Fanuel} et al., Mach. Learn. 111, No. 6, 2213--2254 (2022; Zbl 07570156) Full Text: DOI arXiv
Bertsimas, Dimitris; Digalakis, Vassilis jun. The backbone method for ultra-high dimensional sparse machine learning. (English) Zbl 07570155 Mach. Learn. 111, No. 6, 2161-2212 (2022). MSC: 68T05 PDF BibTeX XML Cite \textit{D. Bertsimas} and \textit{V. Digalakis jun.}, Mach. Learn. 111, No. 6, 2161--2212 (2022; Zbl 07570155) Full Text: DOI arXiv
Gneiting, Tilmann; Vogel, Peter Receiver operating characteristic (ROC) curves: equivalences, beta model, and minimum distance estimation. (English) Zbl 07570154 Mach. Learn. 111, No. 6, 2147-2159 (2022). MSC: 68T05 PDF BibTeX XML Cite \textit{T. Gneiting} and \textit{P. Vogel}, Mach. Learn. 111, No. 6, 2147--2159 (2022; Zbl 07570154) Full Text: DOI
Metelli, Alberto Maria; Manneschi, Guglielmo; Restelli, Marcello Policy space identification in configurable environments. (English) Zbl 07570153 Mach. Learn. 111, No. 6, 2093-2145 (2022). MSC: 68T05 PDF BibTeX XML Cite \textit{A. M. Metelli} et al., Mach. Learn. 111, No. 6, 2093--2145 (2022; Zbl 07570153) Full Text: DOI arXiv
Li, Ke; Wu, Gang Randomized approximate class-specific kernel spectral regression analysis for large-scale face verification. (English) Zbl 07570152 Mach. Learn. 111, No. 6, 2037-2091 (2022). MSC: 68T05 PDF BibTeX XML Cite \textit{K. Li} and \textit{G. Wu}, Mach. Learn. 111, No. 6, 2037--2091 (2022; Zbl 07570152) Full Text: DOI
Tuan Pham; Kottke, Daniel; Krempl, Georg; Sick, Bernhard Stream-based active learning for sliding windows under the influence of verification latency. (English) Zbl 07570151 Mach. Learn. 111, No. 6, 2011-2036 (2022). MSC: 68T05 PDF BibTeX XML Cite \textit{Tuan Pham} et al., Mach. Learn. 111, No. 6, 2011--2036 (2022; Zbl 07570151) Full Text: DOI
Nabati, Mohammad; Ghorashi, Seyed Ali; Shahbazian, Reza JGPR: a computationally efficient multi-target Gaussian process regression algorithm. (English) Zbl 07570150 Mach. Learn. 111, No. 6, 1987-2010 (2022). MSC: 68T05 PDF BibTeX XML Cite \textit{M. Nabati} et al., Mach. Learn. 111, No. 6, 1987--2010 (2022; Zbl 07570150) Full Text: DOI