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Modified Hamiltonian Monte Carlo for Bayesian Inference
(Statistics and Computing, 2019-07-22)
The Hamiltonian Monte Carlo (HMC) method has been recognized as a powerful sampling tool in computational statistics. We show that performance of HMC can be significantly improved by incorporating importance sampling and ...