Too Sharp, Too Sure: When Calibration Follows Curvature

Alessandro Morosini, Matea Gjika, Tomaso Poggio +1

Modern neural networks can achieve high accuracy while remaining poorly calibrated, producing confidence estimates that do not match empirical correctness. Yet calibration is often…