conftrace_

causal decomposition

4 papers

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Co-occurring keywords · papers mentioning both

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

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 NeurIPS 2024 A Causal Framework for Decomposing Spurious Variations NeurIPS 2023 A New Causal Decomposition Paradigm towards Health Equity AISTATS 2023