Qiu, Yixuan; Wang, Xiao Efficient multimodal sampling via tempered distribution flow. (English) Zbl 07877173 J. Am. Stat. Assoc. 119, No. 546, 1446-1460 (2024). MSC: 62-XX × Cite Format Result Cite Review PDF Full Text: DOI arXiv
Remita, Amine M.; Vitae, Golrokh; Diallo, Abdoulaye Baniré Prior density learning in variational Bayesian phylogenetic parameters inference. (English) Zbl 1530.92159 Jahn, Katharina (ed.) et al., Comparative genomics. 20th international conference, RECOMB-CG 2023, Istanbul, Turkey, April 14–15, 2023. Proceedings. Cham: Springer. Lect. Notes Comput. Sci. 13883, 112-130 (2023). MSC: 92D15 62F15 × Cite Format Result Cite Review PDF Full Text: DOI arXiv
Kejzlar, Vojtech; Bhattacharya, Shrijita; Son, Mookyong; Maiti, Tapabrata Black box variational Bayesian model averaging. (English) Zbl 07699836 Am. Stat. 77, No. 1, 85-96 (2023). MSC: 62-XX × Cite Format Result Cite Review PDF Full Text: DOI arXiv Link
Białas, Piotr; Korcyl, Piotr; Stebel, Tomasz Hierarchical autoregressive neural networks for statistical systems. (English) Zbl 07683452 Comput. Phys. Commun. 281, Article ID 108502, 8 p. (2022). MSC: 82-XX 68-XX × Cite Format Result Cite Review PDF Full Text: DOI arXiv
Hagemann, Paul; Hertrich, Johannes; Steidl, Gabriele Stochastic normalizing flows for inverse problems: a Markov chains viewpoint. (English) Zbl 1498.62067 SIAM/ASA J. Uncertain. Quantif. 10, 1162-1190 (2022). MSC: 62F15 68T07 60J22 65C40 60J20 65C05 × Cite Format Result Cite Review PDF Full Text: DOI arXiv
Holden, Matthew; Pereyra, Marcelo; Zygalakis, Konstantinos C. Bayesian imaging with data-driven priors encoded by neural networks. (English) Zbl 1524.68422 SIAM J. Imaging Sci. 15, No. 2, 892-924 (2022). MSC: 68U10 62F15 65C05 68T05 × Cite Format Result Cite Review PDF Full Text: DOI arXiv
Xia, Yingzhi; Zabaras, Nicholas Bayesian multiscale deep generative model for the solution of high-dimensional inverse problems. (English) Zbl 07518090 J. Comput. Phys. 455, Article ID 111008, 32 p. (2022). MSC: 65Cxx 62Fxx 86Axx × Cite Format Result Cite Review PDF Full Text: DOI arXiv
Gurova, Silvi-Maria; Karaivanova, Aneta Monte Carlo method for estimating eigenvalues using error balancing. (English) Zbl 1489.65010 Lirkov, Ivan (ed.) et al., Large-scale scientific computing. 13th international conference, LSSC 2021, Sozopol, Bulgaria, June 7–11, 2021. Revised selected papers. Cham: Springer. Lect. Notes Comput. Sci. 13127, 447-455 (2022). MSC: 65C05 65F15 × Cite Format Result Cite Review PDF Full Text: DOI
Yan, Liang; Zhou, Tao An acceleration strategy for randomize-then-optimize sampling via deep neural networks. (English) Zbl 1499.62346 J. Comput. Math. 39, No. 6, 848-864 (2021). MSC: 62M45 35R30 65C05 65C20 68T07 × Cite Format Result Cite Review PDF Full Text: DOI arXiv
Yan, Liang; Zhou, Tao An adaptive surrogate modeling based on deep neural networks for large-scale Bayesian inverse problems. (English) Zbl 1482.65206 Commun. Comput. Phys. 28, No. 5, 2180-2205 (2020). MSC: 65N21 65C05 35R30 62F15 × Cite Format Result Cite Review PDF Full Text: DOI arXiv
Cheng, Xiang; Jin, Zhuo; Yang, Hailiang Optimal insurance strategies: a hybrid deep learning Markov chain approximation approach. (English) Zbl 1447.91129 ASTIN Bull. 50, No. 2, 449-477 (2020). MSC: 91G05 60J28 68T07 × Cite Format Result Cite Review PDF Full Text: DOI
Hasenclever, Leonard; Webb, Stefan; Lienart, Thibaut; Vollmer, Sebastian; Lakshminarayanan, Balaji; Blundell, Charles; Teh, Yee Whye Distributed Bayesian learning with stochastic natural gradient expectation propagation and the posterior server. (English) Zbl 1435.68261 J. Mach. Learn. Res. 18(2017-2018), Paper No. 106, 37 p. (2017). MSC: 68T05 60J20 62F15 68T07 68W15 × Cite Format Result Cite Review PDF Full Text: arXiv Link