Benchmarking Bayesian neural networks and evaluation metrics for regression tasks

Brian Staber, Sébastien Da Veiga

Due to the growing adoption of deep neural networks in many fields of science and engineering, modeling and estimating their uncertainties has become of primary importance. Despite…