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subgroup robustness

8 papers

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Co-occurring keywords · papers mentioning both

data augmentation (2) domain generalization (2) data debiasing (1) minority group (1) training example (1) model failure (1) tabular data (1) fair machine learning (1) worst-group accuracy (1) patch attack (1)

Papers

Agnostic Multi-Robust Learning using ERM AISTATS 2024 Improving Subgroup Robustness via Data Selection NeurIPS 2024 Are Compressed Language Models Less Subgroup Robust? EMNLP 2023 Change is Hard: A Closer Look at Subpopulation Shift ICML 2023 Targeted Data Generation: Finding and Fixing Model Weaknesses ACL 2023 Subgroup Robustness Grows On Trees: An Empirical Baseline Investigation NeurIPS 2022 Blind Pareto Fairness and Subgroup Robustness ICML 2021 Model Patching: Closing the Subgroup Performance Gap with Data Augmentation ICLR 2021