Mohammadi, Reza; Massam, Hélène; Letac, Gérard Accelerating Bayesian structure learning in sparse Gaussian graphical models. (English) Zbl 07707245 J. Am. Stat. Assoc. 118, No. 542, 1345-1358 (2023). MSC: 62-XX × Cite Format Result Cite Review PDF Full Text: DOI arXiv OA License
van den Boom, Willem; Beskos, Alexandros; De Iorio, Maria The \(G\)-Wishart weighted proposal algorithm: efficient posterior computation for Gaussian graphical models. (English) Zbl 07633315 J. Comput. Graph. Stat. 31, No. 4, 1215-1224 (2022). MSC: 62-XX × Cite Format Result Cite Review PDF Full Text: DOI arXiv
van den Boom, Willem; Jasra, Ajay; De Iorio, Maria; Beskos, Alexandros; Eriksson, Johan G. Unbiased approximation of posteriors via coupled particle Markov chain Monte Carlo. (English) Zbl 1486.62010 Stat. Comput. 32, No. 3, Paper No. 36, 19 p. (2022). MSC: 62-08 62H22 65C40 × Cite Format Result Cite Review PDF Full Text: DOI arXiv
Mohammadi, Reza; Pratola, Matthew; Kaptein, Maurits Continuous-time birth-death MCMC for Bayesian regression tree models. (English) Zbl 1529.68264 J. Mach. Learn. Res. 21, Paper No. 201, 26 p. (2020). MSC: 68T05 60J22 62G08 62F15 65C05 × Cite Format Result Cite Review PDF Full Text: arXiv Link