Bayesian neural network on distinguishing aleatoric and epistemic uncertainties
Date:
This talk discussed Bayesian neural networks for distinguishing aleatoric and epistemic uncertainties, with examples comparing uncertainty estimates, extrapolation behavior, and practical strategies for heteroscedastic uncertainty prediction.