If there is no underfitting, there is no Cold Posterior Effect

Yijie Zhang, Yi-Shan Wu, Luis A. Ortega +1

The cold posterior effect (CPE) (Wenzel et al., 2020) in Bayesian deep learning shows that, for posteriors with a temperature $T<1$, the resulting posterior predictive could have b…