Sampling-free Epistemic Uncertainty Estimation Using Approximated Variance Propagation

Janis Postels, Francesco Ferroni, Huseyin Coskun +2

We present a sampling-free approach for computing the epistemic uncertainty of a neural network. Epistemic uncertainty is an important quantity for the deployment of deep neural ne…