Hybrid Geometry-Adaptive MCMC for Bayesian Inference in Higher-Order Ising Models

Godwin Osabutey, Robert Richardson, Garritt L. Page

We address the inverse problem for the mean-field Ising model with two- and three-body interactions using a Bayesian framework. Parameter recovery in this setting is notoriously di…