Epistemic Errors of Imperfect Multitask Learners When Distributions Shift
arXiv:2505.23496v3 Announce Type: replace
Abstract: Uncertainty-aware machine learners, such as Bayesian neural networks, output a quantification of uncertainty instead of a point prediction. We provide uncertainty-aware learners with a principled fra…