| AI-Face: A Million-Scale Demographically Annotated AI-Generated Face Dataset and Fairness Benchmark | Jun 2, 2024 | Face SwappingFairness | CodeCode Available | 2 |
| LIDAO: Towards Limited Interventions for Debiasing (Large) Language Models | Jun 1, 2024 | FairnessInstruction Following | —Unverified | 0 |
| A Structured Review of Literature on Uncertainty in Machine Learning & Deep Learning | Jun 1, 2024 | Decision MakingDecision Making Under Uncertainty | —Unverified | 0 |
| Redefining Contributions: Shapley-Driven Federated Learning | Jun 1, 2024 | Collaborative FairnessContribution Assessment | CodeCode Available | 1 |
| Understanding and Reducing the Class-Dependent Effects of Data Augmentation with A Two-Player Game Approach | May 31, 2024 | Data AugmentationFairness | —Unverified | 0 |
| Fair Allocation in Dynamic Mechanism Design | May 31, 2024 | Fairness | —Unverified | 0 |
| No-Regret Learning for Fair Multi-Agent Social Welfare Optimization | May 31, 2024 | FairnessMulti-Armed Bandits | —Unverified | 0 |
| Can Machine Learning Assist in Diagnosis of Primary Immune Thrombocytopenia? A feasibility study | May 31, 2024 | Fairness | —Unverified | 0 |
| Pursuing Overall Welfare in Federated Learning through Sequential Decision Making | May 31, 2024 | Decision MakingFairness | CodeCode Available | 1 |
| Intersectional Unfairness Discovery | May 31, 2024 | AttributeFairness | CodeCode Available | 0 |
