Uncertainty Calibration in Bayesian Neural Networks via Distance-Aware Priors

Gianluca Detommaso, Alberto Gasparin, Andrew Wilson +1

As we move away from the data, the predictive uncertainty should increase, since a great variety of explanations are consistent with the little available information. We introduce…