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bias-decomposition

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Junaid-Ahmed-Rupok / A-ICF-Amortized-Invariant-Causal-Fairness

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A-ICF: Auditing, Not Predicting — A Causal Bias-Decomposition Framework for Clinical Fairness. Code, Figures, and Tables for OMLET 2026 (Paper ID: 596).

reproducible-research pytorch ieee representation-learning mediation-analysis causal-inference algorithmic-fairness invariant-risk-minimization healthcare-ai trustworthy-ai reproducible-research-with-r causal-ml clinical-machine-learning fairness-auditing bias-decomposition omlet-2026
  • Updated Jul 27, 2026
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