Decision-Aligned Evaluation of Uncertainty Quantification

Annika Schneider, Tommy Rochussen, Joshua Stiller +1

Uncertainty estimates in machine learning are typically evaluated using generic metrics such as the negative log-likelihood and expected calibration error, yet good performance on…