CLEAR: Calibrated Learning for Epistemic and Aleatoric Risk

Ilia Azizi, Juraj Bodik, Jakob Heiss +1

Accurate uncertainty quantification is critical for reliable predictive modeling. Existing methods typically address either aleatoric uncertainty due to measurement noise or episte…