Fast mixing of Metropolized Hamiltonian Monte Carlo: Benefits of multi-step gradients

Yuansi Chen, Raaz Dwivedi, Martin J. Wainwright +1

Hamiltonian Monte Carlo (HMC) is a state-of-the-art Markov chain Monte Carlo sampling algorithm for drawing samples from smooth probability densities over continuous spaces. We stu…