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prediction disparity (1) group disparity (1) fairness criterion (1) fair machine learning (1) thresholding operation (1) causal decomposition (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