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worst-group generalization

4 papers

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Co-occurring keywords · papers mentioning both

spurious correlation (2) group dro (1) worst-group robustness (1) extreme value theory (1) overparameterized neural network (1) dataset bia (1) representation alignment (1) group fairness (1) linear classifier (1) distributionally robust optimization (1)

Papers

When More is Less: Incorporating Additional Datasets Can Hurt Performance By Introducing Spurious Correlations MLHC 2023 Why does Throwing Away Data Improve Worst-Group Error? ICML 2023 Correct-N-Contrast: a Contrastive Approach for Improving Robustness to Spurious Correlations ICML 2022 Distributionally Robust Neural Networks ICLR 2020