MaxEnt Loss: Constrained Maximum Entropy for Calibration under Out-of-Distribution Shift

Dexter Neo, Stefan Winkler, Tsuhan Chen

We present a new loss function that addresses the out-of-distribution (OOD) calibration problem. While many objective functions have been proposed to effectively calibrate models i…