conftrace_

path-specific effect

4 papers

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Co-occurring keywords · papers mentioning both

causal inference (4) discrimination detection (1) causal dag (1) effect propagation (1) recursive shapley value (1) path coefficient (1) fairness-utility tradeoff (1) causal fairness (1) mediation analysis (1) counterfactual causality (1)

Papers

Fairness-Accuracy Trade-Offs: A Causal Perspective AAAI 2025 Axiomatic effect propagation in structural causal models JMLR 2024 A Potential Outcomes Calculus for Identifying Conditional Path-Specific Effects AISTATS 2019 A Causal Framework for Discovering and Removing Direct and Indirect Discrimination IJCAI 2017