A Unified Evaluation Framework for Epistemic Predictions

Shireen Kudukkil Manchingal, Muhammad Mubashar, Kaizheng Wang +1

Predictions of uncertainty-aware models are diverse, ranging from single point estimates (often averaged over prediction samples) to predictive distributions, to set-valued or cred…