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fair regression

10 papers

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Co-occurring keywords · papers mentioning both

demographic parity (5) optimal transport (4) statistical parity (3) wasserstein barycenter (3) fair classification (2) sensitivity score (1) mean parity fairness (1) covariance-based fairness (1) individually fair clustering (1) sensitivity sampling (1)

Papers

Demographic Parity in Regression and Classification Within the Unawareness Framework JMLR 2026 Differentially Private Post-Processing for Fair Regression ICML 2024 Regression under demographic parity constraints via unlabeled post-processing NeurIPS 2024 Equal Opportunity of Coverage in Fair Regression NeurIPS 2023 Fair learning with Wasserstein barycenters for non-decomposable performance measures AISTATS 2023 Mean Parity Fair Regression in RKHS AISTATS 2023 On Coresets for Fair Regression and Individually Fair Clustering AISTATS 2022 Fair regression via plug-in estimator and recalibration with statistical guarantees NeurIPS 2020 Fair regression with Wasserstein barycenters NeurIPS 2020 Fair Regression: Quantitative Definitions and Reduction-Based Algorithms ICML 2019