Accuracy-Preserving Calibration via Statistical Modeling on Probability Simplex

Yasushi Esaki, Akihiro Nakamura, Keisuke Kawano +2

Classification models based on deep neural networks (DNNs) must be calibrated to measure the reliability of predictions. Some recent calibration methods have employed a probabilist…