Improving Group Robustness on Spurious Correlation Requires Preciser Group Inference

Yujin Han, Difan Zou

Standard empirical risk minimization (ERM) models may prioritize learning spurious correlations between spurious features and true labels, leading to poor accuracy on groups where…