Robustness Beyond Known Groups with Low-rank Adaptation

Abinitha Gourabathina, Hyewon Jeong, Teya Bergamaschi +2

Deep learning models trained to optimize average accuracy often exhibit systematic failures on particular subpopulations. In real world settings, the subpopulations most affected b…