ESD: Expected Squared Difference as a Tuning-Free Trainable Calibration Measure

Hee Suk Yoon, Joshua Tian Jin Tee, Eunseop Yoon +4

Studies have shown that modern neural networks tend to be poorly calibrated due to over-confident predictions. Traditionally, post-processing methods have been used to calibrate th…