counterfactual fairness

Beyond Bounds: Quantifying the Probability of Counterfactual Fairness UAI 2026 Consistent End-to-End Estimation for Counterfactual Fairness CLeaR 2026 Counterfactual Fairness with Imperfect Causal Graphs AAAI 2026 Fairness Aware Reinforcement Learning via Proximal Policy Optimization AAAI 2026 Causal Logistic Bandits with Counterfactual Fairness Constraints ICML 2025 Fairness on Principal Stratum: A New Perspective on Counterfactual Fairness ICML 2025 Optimal Transport on Categorical Data for Conterfactuals Using Compositional Data and Dirichlet Transport IJCAI 2025 Revisiting the Berkeley Admissions data: Statistical Tests for Causal Hypotheses UAI 2025 Sequential Conditional Transport on Probabilistic Graphs for Interpretable Counterfactual Fairness AAAI 2025 Towards counterfactual fairness through auxiliary variables ICLR 2025 Towards Fairness Assessment of Dutch Hate Speech Detection ACL 2025 An Information-Flow Perspective on Algorithmic Fairness AAAI 2024 Counterfactual Fairness by Combining Factual and Counterfactual Predictions NeurIPS 2024 Counterfacual Fairness for Graph Neural Networks with Limited and Privacy Protected Sensitive Attributes ACML 2024 Debiasing Text Safety Classifiers through a Fairness-Aware Ensemble EMNLP 2024 Do Counterfactually Fair Image Classifiers Satisfy Group Fairness? -- A Theoretical and Empirical Study NeurIPS 2024 Imposing Fairness Constraints in Synthetic Data Generation AISTATS 2024 Towards Counterfactual Fairness-aware Domain Generalization in Changing Environments IJCAI 2024 UP5: Unbiased Foundation Model for Fairness-aware Recommendation EACL 2024 Causal Context Connects Counterfactual Fairness to Robust Prediction and Group Fairness NeurIPS 2023 COFFEE: Counterfactual Fairness for Personalized Text Generation in Explainable Recommendation EMNLP 2023 Counterfactual Fairness Is Basically Demographic Parity AAAI 2023 Counterfactually Fair Representation NeurIPS 2023 GLOBE-CE: A Translation Based Approach for Global Counterfactual Explanations ICML 2023 Mitigating Source Bias for Fairer Weak Supervision NeurIPS 2023