conftrace_

counterfactual fairness

39 papers

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Also known as

CF

Co-occurring keywords

causal inference (1630) algorithmic fairness (284) demographic parity (75) bias mitigation (500) causal model (57) group fairness (158) fair classification (55) equalized odd (31) hate speech detection (723) sensitive attribute (44)

Papers

Counterfactual Fairness with Imperfect Causal Graphs AAAI 2026
Fairness Aware Reinforcement Learning via Proximal Policy Optimization AAAI 2026
Sequential Conditional Transport on Probabilistic Graphs for Interpretable Counterfactual Fairness AAAI 2025
Towards Fairness Assessment of Dutch Hate Speech Detection ACL 2025
Optimal Transport on Categorical Data for Conterfactuals Using Compositional Data and Dirichlet Transport IJCAI 2025
An Information-Flow Perspective on Algorithmic Fairness AAAI 2024
Do Counterfactually Fair Image Classifiers Satisfy Group Fairness? -- A Theoretical and Empirical Study NIPS 2024
UP5: Unbiased Foundation Model for Fairness-aware Recommendation EACL 2024
Counterfactual Fairness by Combining Factual and Counterfactual Predictions NIPS 2024
Imposing Fairness Constraints in Synthetic Data Generation AISTATS 2024
Towards Counterfactual Fairness-aware Domain Generalization in Changing Environments IJCAI 2024
Debiasing Text Safety Classifiers through a Fairness-Aware Ensemble EMNLP 2024
GLOBE-CE: A Translation Based Approach for Global Counterfactual Explanations ICML 2023
Counterfactually Fair Representation NIPS 2023
Mitigating Source Bias for Fairer Weak Supervision NIPS 2023
COFFEE: Counterfactual Fairness for Personalized Text Generation in Explainable Recommendation EMNLP 2023
Causal Context Connects Counterfactual Fairness to Robust Prediction and Group Fairness NIPS 2023
Counterfactual Fairness Is Basically Demographic Parity AAAI 2023
On the Fairness of Causal Algorithmic Recourse AAAI 2022
Fair Classification with Instance-dependent Label Noise CLEAR 2022
Achieving Counterfactual Fairness for Causal Bandit AAAI 2022
Flexible text generation for counterfactual fairness probing NAACL 2022
Selection, Ignorability and Challenges With Causal Fairness CLEAR 2022
Counterfactual Fairness with Partially Known Causal Graph NIPS 2022
Improving Counterfactual Generation for Fair Hate Speech Detection IJCNLP 2021