Selective Learning: Towards Robust Calibration with Dynamic Regularization

Zongbo Han, Yifeng Yang, Changqing Zhang +3

Miscalibration in deep learning refers to there is a discrepancy between the predicted confidence and performance. This problem usually arises due to the overfitting problem, which…