Probability Bounding: Post-Hoc Calibration via Box-Constrained Softmax

Kyohei Atarashi, Satoshi Oyama, Hiromi Arai +1

Many studies have observed that modern neural networks achieve high accuracy while producing poorly calibrated probabilities, making calibration a critical practical issue. In this…