Pierfrancesco Beneventano

Too Sharp, Too Sure: When Calibration Follows Curvature

Researchers have identified a strong link between model calibration, curvature, and margins during the training of deep neural networks. Their findings indicate that Expected Calibration Error closely follows curvature-…