Paper says imbalanced training data can match balanced subgroup accuracy
A Gaussian feature model gives gradient directions for changing subgroup proportions to raise worst-group accuracy.
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Stories tagged #worst-group-accuracy
BiasFlow: Geometric Monitoring and Backbone Regularization for Spurious Feature Reliance
BiasFlow regularizes backbone centroids, lifting worst-group accuracy by up to 26 points on UrbanCars.