conftrace_

causal decomposition

4 papers

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Co-occurring keywords

causal inference (1630) mediation analysis (14) thresholding operation (1) fairness criterion (21) group disparity (10) spurious association (6) health equity (1) health disparity (1) prediction disparity (2) semi-markovian model (3)

Papers

GAHMN: A Generative Approach for High-Dimensional Mediation Analysis AAAI 2026
Mind the Gap: A Causal Perspective on Bias Amplification in Prediction & Decision-Making NIPS 2024
A New Causal Decomposition Paradigm towards Health Equity AISTATS 2023
A Causal Framework for Decomposing Spurious Variations NIPS 2023