Durmus, Alain; Moulines, Éric High-dimensional Bayesian inference via the unadjusted Langevin algorithm. (English) Zbl 1428.62111 Bernoulli 25, No. 4A, 2854-2882 (2019). MSC: 62F15 60J60 65C05 62J02 PDFBibTeX XMLCite \textit{A. Durmus} and \textit{É. Moulines}, Bernoulli 25, No. 4A, 2854--2882 (2019; Zbl 1428.62111) Full Text: DOI arXiv Euclid
Neelon, Brian Bayesian zero-inflated negative binomial regression based on Pólya-gamma mixtures. (English) Zbl 1421.62077 Bayesian Anal. 14, No. 3, 829-855 (2019). MSC: 62H30 62J02 62H11 62E15 62P10 PDFBibTeX XMLCite \textit{B. Neelon}, Bayesian Anal. 14, No. 3, 829--855 (2019; Zbl 1421.62077) Full Text: DOI Euclid
Nalenz, Malte; Villani, Mattias Tree ensembles with rule structured horseshoe regularization. (English) Zbl 1412.62169 Ann. Appl. Stat. 12, No. 4, 2379-2408 (2018). MSC: 62P10 62J02 62H30 62M20 PDFBibTeX XMLCite \textit{M. Nalenz} and \textit{M. Villani}, Ann. Appl. Stat. 12, No. 4, 2379--2408 (2018; Zbl 1412.62169) Full Text: DOI arXiv Euclid
Zhang, Quan; Zhou, Mingyuan Permuted and augmented stick-breaking Bayesian multinomial regression. (English) Zbl 1473.62259 J. Mach. Learn. Res. 18(2017-2018), Paper No. 204, 33 p. (2018). MSC: 62J12 62G08 PDFBibTeX XMLCite \textit{Q. Zhang} and \textit{M. Zhou}, J. Mach. Learn. Res. 18, Paper No. 204, 33 p. (2018; Zbl 1473.62259) Full Text: arXiv Link