The Controlled Thermodynamic Integral for Bayesian Model Comparison

Chris J. Oates, Theodore Papamarkou, Mark Girolami

Bayesian model comparison relies upon the model evidence, yet for many models of interest the model evidence is unavailable in closed form and must be approximated. Many of the est…