Ma, Xin; Kundu, Suprateek; Stevens, Jennifer Semi-parametric Bayes regression with network-valued covariates. (English) Zbl 07624285 Mach. Learn. 111, No. 10, 3733-3767 (2022). MSC: 68T05 PDFBibTeX XMLCite \textit{X. Ma} et al., Mach. Learn. 111, No. 10, 3733--3767 (2022; Zbl 07624285) Full Text: DOI arXiv
Hirayama, Jun-ichiro; Hyvärinen, Aapo; Ishii, Shin Sparse and low-rank matrix regularization for learning time-varying Markov networks. (English) Zbl 1454.68122 Mach. Learn. 105, No. 3, 335-366 (2016). MSC: 68T05 62H22 PDFBibTeX XMLCite \textit{J.-i. Hirayama} et al., Mach. Learn. 105, No. 3, 335--366 (2016; Zbl 1454.68122) Full Text: DOI
Nitti, Davide; De Laet, Tinne; De Raedt, Luc Probabilistic logic programming for hybrid relational domains. (English) Zbl 1362.68247 Mach. Learn. 103, No. 3, 407-449 (2016). MSC: 68T05 68N17 PDFBibTeX XMLCite \textit{D. Nitti} et al., Mach. Learn. 103, No. 3, 407--449 (2016; Zbl 1362.68247) Full Text: DOI
Prabhakaran, Sandhya; Adametz, David; Metzner, Karin J.; Böhm, Alexander; Roth, Volker Recovering networks from distance data. (English) Zbl 1273.62144 Mach. Learn. 92, No. 2-3, 251-283 (2013). MSC: 62H30 62A09 65C05 68T05 PDFBibTeX XMLCite \textit{S. Prabhakaran} et al., Mach. Learn. 92, No. 2--3, 251--283 (2013; Zbl 1273.62144) Full Text: DOI
Marttinen, Pekka; Corander, Jukka Bayesian learning of graphical vector autoregressions with unequal lag-lengths. (English) Zbl 1470.68145 Mach. Learn. 75, No. 2, 217-243 (2009). MSC: 68T05 62H22 65C05 PDFBibTeX XMLCite \textit{P. Marttinen} and \textit{J. Corander}, Mach. Learn. 75, No. 2, 217--243 (2009; Zbl 1470.68145) Full Text: DOI