Just Train Twice: Improving Group Robustness without Training Group Information

Evan Zheran Liu, Behzad Haghgoo, Annie S. Chen +5

Standard training via empirical risk minimization (ERM) can produce models that achieve high accuracy on average but low accuracy on certain groups, especially in the presence of s…