Pushing the Accuracy-Group Robustness Frontier with Introspective Self-play

Jeremiah Zhe Liu, Krishnamurthy Dj Dvijotham, Jihyeon Lee +4

Standard empirical risk minimization (ERM) training can produce deep neural network (DNN) models that are accurate on average but under-perform in under-represented population subg…