John Collins Hill

The Group Robustness is in the Details: Revisiting Finetuning under Spurious Correlations

Modern machine learning models are prone to over-reliance on spurious correlations, which can often lead to poor performance on minority groups. In this paper, we identify surprising and nuanced behavior of finetuned models on worst-group accuracy via comprehensive experiments on four well-establish…