45 citations · 292 across the 21 of their papers we have counts for
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stat.CO2020
Anytime Parallel Tempering
A. Marie d'Avigneau, S. S. Singh, L. M. Murray
Developing efficient MCMC algorithms is indispensable in Bayesian inference. In parallel tempering, multiple interacting MCMC chains run to more efficiently explore the state space…
cs.DC2020★ 3 cited
Lazy object copy as a platform for population-based probabilistic programming
Lawrence M. Murray
This work considers dynamic memory management for population-based probabilistic programs, such as those using particle methods for inference. Such programs exhibit a pattern of al…