Brence, Jure; Tanevski, Jovan; Adams, Jennifer; Malina, Edward; Džeroski, Sašo Surrogate models of radiative transfer codes for atmospheric trace gas retrievals from satellite observations. (English) Zbl 07702705 Mach. Learn. 112, No. 4, 1337-1363 (2023). MSC: 68T05 PDFBibTeX XMLCite \textit{J. Brence} et al., Mach. Learn. 112, No. 4, 1337--1363 (2023; Zbl 07702705) Full Text: DOI
Ruffini, Matteo; Casanellas, Marta; Gavaldà, Ricard A new method of moments for latent variable models. (English) Zbl 1473.68161 Mach. Learn. 107, No. 8-10, 1431-1455 (2018). MSC: 68T05 62F12 62H12 62H25 68T50 PDFBibTeX XMLCite \textit{M. Ruffini} et al., Mach. Learn. 107, No. 8--10, 1431--1455 (2018; Zbl 1473.68161) Full Text: DOI
Kaytoue, Mehdi; Plantevit, Marc; Zimmermann, Albrecht; Bendimerad, Anes; Robardet, Céline Exceptional contextual subgraph mining. (English) Zbl 1458.05246 Mach. Learn. 106, No. 8, 1171-1211 (2017). MSC: 05C90 68T05 PDFBibTeX XMLCite \textit{M. Kaytoue} et al., Mach. Learn. 106, No. 8, 1171--1211 (2017; Zbl 1458.05246) Full Text: DOI
du Plessis, Marthinus C.; Niu, Gang; Sugiyama, Masashi Class-prior estimation for learning from positive and unlabeled data. (English) Zbl 1412.68181 Mach. Learn. 106, No. 4, 463-492 (2017). MSC: 68T05 62H30 PDFBibTeX XMLCite \textit{M. C. du Plessis} et al., Mach. Learn. 106, No. 4, 463--492 (2017; Zbl 1412.68181) Full Text: DOI arXiv
Yamada, Makoto; Sugiyama, Masashi; Sese, Jun Least-squares independence regression for non-linear causal inference under non-Gaussian noise. (English) Zbl 1317.68198 Mach. Learn. 96, No. 3, 249-267 (2014). MSC: 68T05 62J02 PDFBibTeX XMLCite \textit{M. Yamada} et al., Mach. Learn. 96, No. 3, 249--267 (2014; Zbl 1317.68198) Full Text: DOI arXiv
Giraldo, Luis Felipe; Lozano, Fernando; Quijano, Nicanor Foraging theory for dimensionality reduction of clustered data. (English) Zbl 1470.68215 Mach. Learn. 82, No. 1, 71-90 (2011). MSC: 68T09 68Q07 68T42 92D40 PDFBibTeX XMLCite \textit{L. F. Giraldo} et al., Mach. Learn. 82, No. 1, 71--90 (2011; Zbl 1470.68215) Full Text: DOI
Jacquemont, Stéphanie; Jacquenet, François; Sebban, Marc Mining probabilistic automata: a statistical view of sequential pattern mining. (English) Zbl 1470.68119 Mach. Learn. 75, No. 1, 91-127 (2009). MSC: 68T05 68Q45 90B20 PDFBibTeX XMLCite \textit{S. Jacquemont} et al., Mach. Learn. 75, No. 1, 91--127 (2009; Zbl 1470.68119) Full Text: DOI