cs.LG, math.ST, stat.ML, stat.TH

Minimaxity and Admissibility of Bayesian Neural Networks

arXiv:2604.04673v1 Announce Type: cross
Abstract: Bayesian neural networks (BNNs) offer a natural probabilistic formulation for inference in deep learning models. Despite their popularity, their optimality has received limited attention through the le…