Uncertainty Estimation using Variance-Gated Distributions

H. Martin Gillis, Isaac Xu, Thomas Trappenberg

Evaluation of per-sample uncertainty quantification from neural networks is essential for decision-making involving high-risk applications. A common approach is to use the predicti…