Hu, Shenggang; Aslett, Louis; Dai, Hongsheng; Pollock, Murray; Roberts, Gareth O. Privacy Guarantees in Posterior Sampling under Contamination. arXiv:2403.07772 Preprint, arXiv:2403.07772 [math.ST] (2024). MSC: 62F15 62J12 BibTeX Cite \textit{S. Hu} et al., ``Privacy Guarantees in Posterior Sampling under Contamination'', Preprint, arXiv:2403.07772 [math.ST] (2024) Full Text: arXiv OA License
Jenkins, Paul A.; Pollock, Murray; Roberts, Gareth O. Flexible Bayesian inference for diffusion processesusing splines. (English) Zbl 07775423 Methodol. Comput. Appl. Probab. 25, No. 4, Paper No. 83, 24 p. (2023). MSC: 65C05 62M05 PDFBibTeX XMLCite \textit{P. A. Jenkins} et al., Methodol. Comput. Appl. Probab. 25, No. 4, Paper No. 83, 24 p. (2023; Zbl 07775423) Full Text: DOI arXiv OA License
Mider, Marcin; Jenkins, Paul A.; Pollock, Murray; Roberts, Gareth O. The computational cost of blocking for sampling discretely observed diffusions. (English) Zbl 1524.62124 Methodol. Comput. Appl. Probab. 24, No. 4, 3007-3027 (2022). MSC: 62F15 65C05 60J22 PDFBibTeX XMLCite \textit{M. Mider} et al., Methodol. Comput. Appl. Probab. 24, No. 4, 3007--3027 (2022; Zbl 1524.62124) Full Text: DOI arXiv
Wang, Andi Q.; Pollock, Murray; Roberts, Gareth O.; Steinsaltz, David Regeneration-enriched Markov processes with application to Monte Carlo. (English) Zbl 1476.60126 Ann. Appl. Probab. 31, No. 2, 703-735 (2021). MSC: 60J22 60J40 60J25 65C05 PDFBibTeX XMLCite \textit{A. Q. Wang} et al., Ann. Appl. Probab. 31, No. 2, 703--735 (2021; Zbl 1476.60126) Full Text: DOI arXiv Link
Pollock, Murray; Fearnhead, Paul; Johansen, Adam M.; Roberts, Gareth O. Quasi-stationary Monte Carlo and the ScaLE algorithm. (English) Zbl 07554789 J. R. Stat. Soc., Ser. B, Stat. Methodol. 82, No. 5, 1167-1221 (2020). MSC: 62-XX PDFBibTeX XMLCite \textit{M. Pollock} et al., J. R. Stat. Soc., Ser. B, Stat. Methodol. 82, No. 5, 1167--1221 (2020; Zbl 07554789) Full Text: DOI arXiv
Dai, Hongsheng; Pollock, Murray; Roberts, Gareth Monte Carlo fusion. (English) Zbl 1416.65017 J. Appl. Probab. 56, No. 1, 174-191 (2019). MSC: 65C05 60J60 65C30 PDFBibTeX XMLCite \textit{H. Dai} et al., J. Appl. Probab. 56, No. 1, 174--191 (2019; Zbl 1416.65017) Full Text: DOI arXiv Link
Fearnhead, Paul; Bierkens, Joris; Pollock, Murray; Roberts, Gareth O. Piecewise deterministic Markov processes for continuous-time Monte Carlo. (English) Zbl 1403.62148 Stat. Sci. 33, No. 3, 386-412 (2018). MSC: 62M02 62F15 PDFBibTeX XMLCite \textit{P. Fearnhead} et al., Stat. Sci. 33, No. 3, 386--412 (2018; Zbl 1403.62148) Full Text: DOI arXiv Euclid
Pollock, Murray; Johansen, Adam M.; Roberts, Gareth O. On the exact and \(\varepsilon\)-strong simulation of (jump) diffusions. (English) Zbl 1343.60099 Bernoulli 22, No. 2, 794-856 (2016). MSC: 60H35 60H10 60J60 60J75 60G17 65C30 PDFBibTeX XMLCite \textit{M. Pollock} et al., Bernoulli 22, No. 2, 794--856 (2016; Zbl 1343.60099) Full Text: DOI arXiv Euclid
Gerber, Mathieu; Chopin, Nicolas [Pitt, Michael; Doucet, Arnaud; Oates, Chris J.; Simpson, Daniel; Girolami, Mark; Pollock, M.; Johansen, Adam M.; Łatuszyński, K.; Roberts, G. O.; Finke, Axel; Hetland, Andreas L.; Lee, Anthony; Critchley, Frank; Nguyen, Dao; Arbel, Julyan; Prünster, Igor; Bao, Le; Beskos, Alexandros; Jasra, Ajay; Castro, Daniela; Porcu, Emilio; Coad, D. S.; Weng, R. C.; Everitt, Richard G.; Gandy, Axel; Lau, F. Din-Houn; He, Zhijian; Owen, Art B.; Paulin, Daniel; Thiery, Alexandre H.; Künsch, Hans R.; Lacoste-Julien, Simon; Lindsten, Fredrik; L’Ecuyer, Pierre; Lemieux, Christiane; Singh, Sumeetpal S.; Liu, Han; Zeng, Yong; Mateu, Jorge; Papaspiliopoulos, Omiros; Robert, Christian P.; Rudolf, Daniel; Ryder, Robin J.; Telesca, Donatello; Wong, Weng Kee; Tong, Howell; Wu, Ruochen; Linton, Oliver] Sequential quasi Monte Carlo. With discussion and authors’ reply. (English) Zbl 1414.62109 J. R. Stat. Soc., Ser. B, Stat. Methodol. 77, No. 3, 509-579 (2015). MSC: 62G05 65C60 PDFBibTeX XMLCite \textit{M. Gerber} and \textit{N. Chopin}, J. R. Stat. Soc., Ser. B, Stat. Methodol. 77, No. 3, 509--579 (2015; Zbl 1414.62109) Full Text: DOI arXiv