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prediction disparity

2 papers

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Co-occurring keywords · papers mentioning both

fair machine learning (2) group sufficiency (1) prediction score (1) fair learning (1) group disparity (1) subgroup fairness (1) fairness criterion (1) thresholding operation (1) causal decomposition (1) bias amplification (1)

Papers

Mind the Gap: A Causal Perspective on Bias Amplification in Prediction & Decision-Making NeurIPS 2024 On Learning Fairness and Accuracy on Multiple Subgroups NeurIPS 2022