Prior choice affects ability of Bayesian neural networks to identify unknowns

Daniele Silvestro, Tobias Andermann

Deep Bayesian neural networks (BNNs) are a powerful tool, though computationally demanding, to perform parameter estimation while jointly estimating uncertainty around predictions.…