TuringLang / AdvancedHMC.jl

Robust, modular and efficient implementation of advanced Hamiltonian Monte Carlo algorithms
https://turinglang.org/AdvancedHMC.jl/
MIT License
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Antithetic/Control Variates sampling #274

Open ParadaCarleton opened 3 years ago

ParadaCarleton commented 3 years ago

Dropping this paper on autocorrelation-reducing techniques for HMC by sampling with anticorrelated proposals here: http://proceedings.mlr.press/v108/piponi20a/piponi20a.pdf

Closely related to the QMC suggestion in another issue earlier, but more likely to yield practically useful results with much smaller amounts of work.