| Conditional Supervised Contrastive Learning for Fair Text Classification | May 23, 2022 | ClassificationContrastive Learning | CodeCode Available | 0 |
| Take its Essence, Discard its Dross! Debiasing for Toxic Language Detection via Counterfactual Causal Effect | Jun 3, 2024 | counterfactualCounterfactual Inference | CodeCode Available | 0 |
| A Clarification of the Nuances in the Fairness Metrics Landscape | Jun 1, 2021 | BIG-bench Machine LearningDecision Making | CodeCode Available | 0 |
| MCRAGE: Synthetic Healthcare Data for Fairness | Oct 27, 2023 | DenoisingFairness | CodeCode Available | 0 |
| MCTBench: Multimodal Cognition towards Text-Rich Visual Scenes Benchmark | Oct 15, 2024 | FairnessScene Text Recognition | CodeCode Available | 0 |
| Mean Parity Fair Regression in RKHS | Feb 21, 2023 | Fairnessregression | CodeCode Available | 0 |
| "All that Glitters": Approaches to Evaluations with Unreliable Model and Human Annotations | Nov 23, 2024 | AllFairness | CodeCode Available | 0 |
| FairZK: A Scalable System to Prove Machine Learning Fairness in Zero-Knowledge | May 12, 2025 | Fairness | CodeCode Available | 0 |
| All Should Be Equal in the Eyes of Language Models: Counterfactually Aware Fair Text Generation | Nov 9, 2023 | AllFairness | CodeCode Available | 0 |
| Fix Fairness, Don't Ruin Accuracy: Performance Aware Fairness Repair using AutoML | Jun 15, 2023 | AutoMLDecision Making | CodeCode Available | 0 |
| AI-driven Prices for Externalities and Sustainability in Production Markets | Jun 10, 2021 | Deep Reinforcement LearningFairness | CodeCode Available | 0 |
| Comprehensive Fair Meta-learned Recommender System | Jun 9, 2022 | counterfactualFairness | CodeCode Available | 0 |
| Compositional Fairness Constraints for Graph Embeddings | May 25, 2019 | FairnessGraph Embedding | CodeCode Available | 0 |
| FLEA: Provably Robust Fair Multisource Learning from Unreliable Training Data | Jun 22, 2021 | Fairness | CodeCode Available | 0 |
| FLEX: A Benchmark for Evaluating Robustness of Fairness in Large Language Models | Mar 25, 2025 | Fairness | CodeCode Available | 0 |
| Flexible and Robust Counterfactual Explanations with Minimal Satisfiable Perturbations | Sep 9, 2023 | counterfactualFairness | CodeCode Available | 0 |
| FairICP: Encouraging Equalized Odds via Inverse Conditional Permutation | Apr 8, 2024 | AttributeFairness | CodeCode Available | 0 |
| Flexible FOND Planning with Explicit Fairness Assumptions | Mar 15, 2021 | FairnessForm | CodeCode Available | 0 |
| Flexible Group Fairness Metrics for Survival Analysis | May 26, 2022 | BIG-bench Machine LearningFairness | CodeCode Available | 0 |
| Measuring and Addressing Indexical Bias in Information Retrieval | Jun 6, 2024 | 4kFairness | CodeCode Available | 0 |
| Talent or Luck? Evaluating Attribution Bias in Large Language Models | May 28, 2025 | Fairness | CodeCode Available | 0 |
| FlipTest: Fairness Testing via Optimal Transport | Jun 21, 2019 | FairnessTranslation | CodeCode Available | 0 |
| Balancing the Tradeoff between Profit and Fairness in Rideshare Platforms During High-Demand Hours | Dec 18, 2019 | Fairness | CodeCode Available | 0 |
| Safe Collaborative Filtering | Jun 8, 2023 | Collaborative FilteringComputational Efficiency | CodeCode Available | 0 |
| Composing Agents to Minimize Worst-case Risk | Jun 5, 2025 | Fairness | CodeCode Available | 0 |
