AutoDEUQ: Automated Deep Ensemble with Uncertainty Quantification

Romain Egele, Romit Maulik, Krishnan Raghavan +3

Deep neural networks are powerful predictors for a variety of tasks. However, they do not capture uncertainty directly. Using neural network ensembles to quantify uncertainty is co…