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causal decomposition (1) fairness criterion (1) group disparity (1) prediction disparity (1) prediction score (1) fair machine learning (1) bias amplification (1) algorithmic fairness (1) causal inference (1)

Papers

Mind the Gap: A Causal Perspective on Bias Amplification in Prediction & Decision-Making NeurIPS 2024