| Fairness Aware Counterfactuals for Subgroups | Jun 26, 2023 | counterfactualFairness | —Unverified | 0 |
| Fairness Aware Reinforcement Learning via Proximal Policy Optimization | Feb 6, 2025 | Attributecounterfactual | —Unverified | 0 |
| Fairness-enhancing mixed effects deep learning improves fairness on in- and out-of-distribution clustered (non-iid) data | Oct 4, 2023 | counterfactualFairness | —Unverified | 0 |
| Fairness for Text Classification Tasks with Identity Information Data Augmentation Methods | Feb 4, 2022 | counterfactualData Augmentation | —Unverified | 0 |
| Fairness in Contextual Resource Allocation Systems: Metrics and Incompatibility Results | Dec 4, 2022 | counterfactualFairness | —Unverified | 0 |
| Fairness Testing through Extreme Value Theory | Jan 20, 2025 | counterfactualFairness | —Unverified | 0 |
| Fairness through Equality of Effort | Nov 11, 2019 | BIG-bench Machine Learningcounterfactual | —Unverified | 0 |
| Fairness Under Feature Exemptions: Counterfactual and Observational Measures | Jun 14, 2020 | counterfactualFairness | —Unverified | 0 |
| FairPair: A Robust Evaluation of Biases in Language Models through Paired Perturbations | Apr 9, 2024 | counterfactual | —Unverified | 0 |
| FairPFN: Transformers Can do Counterfactual Fairness | Jul 8, 2024 | Causal Discoverycounterfactual | —Unverified | 0 |