Efficient Sampling for Ising and Potts Models using Auxiliary Gaussian Variables

Charles C. Margossian, Chenyang Zhong, Sumit Mukherjee

Ising and Potts models are an important class of discrete probability distributions which originated from statistical physics and since then have found applications in several disc…