Domain-adaptive and Subgroup-specific Cascaded Temperature Regression for Out-of-distribution Calibration

Jiexin Wang, Jiahao Chen, Bing Su

Although deep neural networks yield high classification accuracy given sufficient training data, their predictions are typically overconfident or under-confident, i.e., the predict…