Inverse Ising inference by combining Ornstein-Zernike theory with deep learning

Soma Turi, Alpha A. Lee

Inferring a generative model from data is a fundamental problem in machine learning. It is well-known that the Ising model is the maximum entropy model for binary variables which r…