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causal fairness

9 papers

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Co-occurring keywords · papers mentioning both

algorithmic fairness (3) causal inference (2) causal relationship discovery (1) large language model (1) protected attribute (1) direct discrimination (1) structural discrimination (1) counterfactual distribution (1) human in the loop (1) causal hierarchy (1)

Papers

Counterfactual Realizability ICLR 2025 Fair Clustering: A Causal Perspective CLeaR 2025 Fairness-Accuracy Trade-Offs: A Causal Perspective AAAI 2025 FairPFN: A Tabular Foundation Model for Causal Fairness ICML 2025 Large Language Models and Causal Inference in Collaboration: A Comprehensive Survey NAACL 2025 Local Causal Discovery for Structural Evidence of Direct Discrimination AAAI 2025 Causal Fairness under Unobserved Confounding: A Neural Sensitivity Framework ICLR 2024 Selection, Ignorability and Challenges With Causal Fairness CLeaR 2022 Achieving Causal Fairness through Generative Adversarial Networks IJCAI 2019