Asymptotic Behavior of Free Energy When Optimal Probability Distribution Is Not Unique

Shuya Nagayasu, Sumio Watanabe

Bayesian inference is a widely used statistical method. The free energy and generalization loss, which are used to estimate the accuracy of Bayesian inference, are known to be smal…