Optimal Scaling for Locally Balanced Proposals in Discrete Spaces

Neural Information Processing Systems 

The Markov Chain Monte Carlo (MCMC) algorithm is one of the most widely used methods for sampling from intractable distributions (Robert & Casella, 2013).