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subgroup fairness

10 papers

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Co-occurring keywords · papers mentioning both

subgroup analysis (2) agnostic learning (2) fairness gerrymandering (1) weak agnostic learning (1) structured subgroup (1) higher moment (1) multi-group learning (1) hidden stratification (1) conditional risk (1) near-optimal algorithm (1)

Papers

Privacy Preserving Data Selection for Bias Mitigation in Speech Models ACL 2025 Enhancing Robustness of Last Layer Two-Stage Fair Model Corrections NeurIPS 2024 Fairness Aware Counterfactuals for Subgroups NeurIPS 2023 Bounding and Approximating Intersectional Fairness through Marginal Fairness NeurIPS 2022 On Learning Fairness and Accuracy on Multiple Subgroups NeurIPS 2022 Simple and near-optimal algorithms for hidden stratification and multi-group learning ICML 2022 Fairness in Forecasting and Learning Linear Dynamical Systems AAAI 2021 Moment Multicalibration for Uncertainty Estimation COLT 2021 Flexibly Fair Representation Learning by Disentanglement ICML 2019 Preventing Fairness Gerrymandering: Auditing and Learning for Subgroup Fairness ICML 2018