On Deep Neural Network Calibration by Regularization and its Impact on Refinement

Aditya Singh, Alessandro Bay, Biswa Sengupta +1

Deep neural networks have been shown to be highly miscalibrated. often they tend to be overconfident in their predictions. It poses a significant challenge for safety-critical syst…