Comparing the quality of neural network uncertainty estimates for classification problems

Daniel Ries, Joshua Michalenko, Tyler Ganter +2

Traditional deep learning (DL) models are powerful classifiers, but many approaches do not provide uncertainties for their estimates. Uncertainty quantification (UQ) methods for DL…