Tackling covariate shift with node-based Bayesian neural networks

Trung Trinh, Markus Heinonen, Luigi Acerbi +1

Bayesian neural networks (BNNs) promise improved generalization under covariate shift by providing principled probabilistic representations of epistemic uncertainty. However, weigh…