Approximations in the homogeneous Ising model

no code implementations • 6 Dec 2017 • Alejandro Murua-Sazo, Ranjan Maitra

The Ising model is important in statistical modeling and inference in many applications, however its normalizing constant, mean number of active vertices and mean spin interaction -- quantities needed in inference -- are computationally intractable.

Bayesian Inference