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fairness measure

4 papers

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Co-occurring keywords · papers mentioning both

disparate impact (1) fairness in classification (1) statistical fairness (1) group disparities (1) roc-based fairness (1) bias quantification (1) fairness regularization (1) fairness criterion (1) non-asymptotic bound (1) continuous score (1)

Papers

Standardized Interpretable Fairness Measures for Continuous Risk Scores ICML 2024 Differential Privacy has Bounded Impact on Fairness in Classification ICML 2023 Gradual (In)Compatibility of Fairness Criteria AAAI 2022 Exacerbating Algorithmic Bias through Fairness Attacks AAAI 2021