Disrupting Deep Uncertainty Estimation Without Harming Accuracy

Ido Galil, Ran El-Yaniv

Deep neural networks (DNNs) have proven to be powerful predictors and are widely used for various tasks. Credible uncertainty estimation of their predictions, however, is crucial f…