Variational Bayes algorithm and posterior consistency of Ising model parameter estimation

Minwoo Kim, Shrijita Bhattacharya, Tapabrata Maiti

Ising models originated in statistical physics and are widely used in modeling spatial data and computer vision problems. However, statistical inference of this model remains chall…