On the Equivalence of Random Network Distillation, Deep Ensembles, and Bayesian Inference

Moritz A. Zanger, Yijun Wu, Pascal R. Van der Vaart +2

Uncertainty quantification is central to safe and efficient deployments of deep learning models, yet many computationally practical methods lack lacking rigorous theoretical motiva…