conftrace_

subgroup robustness

7 papers

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Co-occurring keywords

domain generalization (1522) data debiasing (4) minority group (9) training example (6) model failure (3) tabular datum (226) fair machine learning (46) worst-group accuracy (19) patch attack (13) model debiasing (58)

Papers

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