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Accelerating Markov chain Monte Carlo via parallel predictive prefetching
(2014-10-21)
We present a general framework for accelerating a large class of widely used Markov chain Monte Carlo (MCMC) algorithms. This dissertation demonstrates that MCMC inference can be accelerated in a model of parallel computation ...