Minimaxity and Admissibility of Bayesian Neural Networks

Daniel Andrew Coulson, Martin T. Wells

Bayesian neural networks (BNNs) offer a natural probabilistic formulation for inference in deep learning models. Despite their popularity, their optimality has received limited att…