The Effect of Model Size on Worst-Group Generalization

Alan Pham, Eunice Chan, Vikranth Srivatsa +6

Overparameterization is shown to result in poor test accuracy on rare subgroups under a variety of settings where subgroup information is known. To gain a more complete picture, we…