Accelerated Markov Chain Monte Carlo Algorithms on Discrete States

Bohan Zhou, Shu Liu, Xinzhe Zuo +1

We propose a class of discrete state sampling algorithms based on Nesterov's accelerated gradient method, which extends the classical Metropolis-Hastings (MH) algorithm. The evolut…