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markov chain monte carlo (2) markov chain mixing time (1) conductance profile (1) metropolis-adjusted langevin algorithm (1) probabilistic graphical model (1) bayesian posterior sampling (1) mixing time (1) bayesian posterior (1) mean-field approximation (1) gibbs sampling (1)

Papers

On the Computational Complexity of Metropolis-Adjusted Langevin Algorithms for Bayesian Posterior Sampling JMLR 2024 Adaptive Rao-Blackwellisation in Gibbs Sampling for Probabilistic Graphical Models AISTATS 2019