Li, Yangtian; Luo, Yangjun; Zhong, Zheng An active sparse polynomial chaos expansion approach based on sequential relevance vector machine. (English) Zbl 07823439 Comput. Methods Appl. Mech. Eng. 418, Part B, Article ID 116554, 20 p. (2024). MSC: 68-XX 90-XX PDFBibTeX XMLCite \textit{Y. Li} et al., Comput. Methods Appl. Mech. Eng. 418, Part B, Article ID 116554, 20 p. (2024; Zbl 07823439) Full Text: DOI
Xu, Lili; Philip Chen, C. L.; Han, Ruizhi Graph-based sparse Bayesian broad learning system for semi-supervised learning. (English) Zbl 07810801 Inf. Sci. 597, 193-210 (2022). MSC: 68-XX 62-XX PDFBibTeX XMLCite \textit{L. Xu} et al., Inf. Sci. 597, 193--210 (2022; Zbl 07810801) Full Text: DOI
El-Bachir, Yousra; Davison, Anthony C. Fast automatic smoothing for generalized additive models. (English) Zbl 1440.68208 J. Mach. Learn. Res. 20, Paper No. 173, 27 p. (2019). MSC: 68T05 62J12 PDFBibTeX XMLCite \textit{Y. El-Bachir} and \textit{A. C. Davison}, J. Mach. Learn. Res. 20, Paper No. 173, 27 p. (2019; Zbl 1440.68208) Full Text: arXiv Link
Nyman, Henrik; Pensar, Johan; Corander, Jukka Context-specific and local independence in Markovian dependence structures. (English) Zbl 1429.62181 Abramsky, Samson (ed.) et al., Dependence logic. Theory and applications. Selected papers based on the presentations at the Dagstuhl seminar on ‘Dependence logic: theory and applications’, Wadern, Germany, February 2013. Basel: Birkhäuser/Springer. 219-234 (2016). MSC: 62H10 62H05 68T05 PDFBibTeX XMLCite \textit{H. Nyman} et al., in: Dependence logic. Theory and applications. Selected papers based on the presentations at the Dagstuhl seminar on `Dependence logic: theory and applications', Wadern, Germany, February 2013. Basel: Birkhäuser/Springer. 219--234 (2016; Zbl 1429.62181) Full Text: DOI
Mohsenzadeh, Yalda; Sheikhzadeh, Hamid; Nazari, Sobhan Incremental relevance sample-feature machine: a fast marginal likelihood maximization approach for joint feature selection and classification. (English) Zbl 1414.68067 Pattern Recognition 60, 835-848 (2016). MSC: 68T05 62F15 PDFBibTeX XMLCite \textit{Y. Mohsenzadeh} et al., Pattern Recognition 60, 835--848 (2016; Zbl 1414.68067) Full Text: DOI
Aravkin, Aleksandr; Burke, James V.; Chiuso, Alessandro; Pillonetto, Gianluigi Convex vs non-convex estimators for regression and sparse estimation: the mean squared error properties of ARD and GLasso. (English) Zbl 1318.62238 J. Mach. Learn. Res. 15, 217-252 (2014). MSC: 62J07 68T05 PDFBibTeX XMLCite \textit{A. Aravkin} et al., J. Mach. Learn. Res. 15, 217--252 (2014; Zbl 1318.62238) Full Text: Link
Watanabe, Sumio A widely applicable Bayesian information criterion. (English) Zbl 1320.62058 J. Mach. Learn. Res. 14, 867-897 (2013). MSC: 62F15 62B10 62F10 62H11 68T05 PDFBibTeX XMLCite \textit{S. Watanabe}, J. Mach. Learn. Res. 14, 867--897 (2013; Zbl 1320.62058) Full Text: arXiv Link
Zwiernik, Piotr An asymptotic behaviour of the marginal likelihood for general Markov models. (English) Zbl 1280.68225 J. Mach. Learn. Res. 12, 3283-3310 (2011). MSC: 68T05 62F15 PDFBibTeX XMLCite \textit{P. Zwiernik}, J. Mach. Learn. Res. 12, 3283--3310 (2011; Zbl 1280.68225) Full Text: arXiv Link
Nickisch, Hannes; Rasmussen, Carl Edward Approximations for binary Gaussian process classification. (English) Zbl 1225.62087 J. Mach. Learn. Res. 9, 2035-2078 (2008). MSC: 62H30 65C40 68T05 PDFBibTeX XMLCite \textit{H. Nickisch} and \textit{C. E. Rasmussen}, J. Mach. Learn. Res. 9, 2035--2078 (2008; Zbl 1225.62087) Full Text: Link
Heckerman, David A tutorial on learning with Bayesian networks. (English) Zbl 0921.62029 Jordan, Michael I. (ed.), Learning in graphical models. Proceedings of the NATO ASI, Ettore Maiorana Centre, Erice, Italy, September 27 - October 7, 1996. Dordrecht: Kluwer Academic Publishers. NATO ASI Series. Series D. Behavioural and Social Sciences. 89, 301-354 (1998). MSC: 62F15 05C90 62A09 68T05 PDFBibTeX XMLCite \textit{D. Heckerman}, in: Learning in graphical models. Proceedings of the NATO ASI, Ettore Maiorana Centre, Erice, Italy, September 27 - October 7, 1996. Dordrecht: Kluwer Academic Publishers. 301--354 (1998; Zbl 0921.62029) Full Text: arXiv