Too Sharp, Too Sure: When Calibration Follows Curvature
arXiv:2604.20614v1 Announce Type: new
Abstract: Modern neural networks can achieve high accuracy while remaining poorly calibrated, producing confidence estimates that do not match empirical correctness. Yet calibration is often treated as a post-hoc …