Items where Author is "Baker, Jack"

Journal Article

Baker, Jack and Fearnhead, Paul and Fox, Emily B. and Nemeth, Christopher John (2019) sgmcmc : An R Package for Stochastic Gradient Markov Chain Monte Carlo. Journal of Statistical Software, 91 (3). pp. 1-27. ISSN 1548-7660

Baker, Jack and Fearnhead, Paul and Fox, Emily B. and Nemeth, Christopher (2019) Control variates for stochastic gradient MCMC. Statistics and Computing, 29 (3). pp. 599-615. ISSN 0960-3174

Contribution to Conference

Baker, Jack and Fearnhead, Paul and Fox, Emily B and Nemeth, Christopher (2018) Large-Scale Stochastic Sampling from the Probability Simplex. In: 32nd Neural Information Processing Systems Conference (NIPS 2018), 2018-12-03 - 2018-12-08, Palais des Congrès de Montréal.

Thesis

Baker, Jack and Fearnhead, Paul and Nemeth, Christopher and Fox, Emily B (2019) Large-scale Bayesian computation using Stochastic Gradient Markov Chain Monte Carlo. PhD thesis, Lancaster University.