| Unveiling the Impact of Local Homophily on GNN Fairness: In-Depth Analysis and New Benchmarks | Oct 5, 2024 | Fairness | —Unverified | 0 |
| Towards TMA-Based Transmissive RIS Transceiver Enabled Downlink Communication Networks: A Consensus-ADMM Approach | Oct 4, 2024 | Fairness | —Unverified | 0 |
| A Survey on Group Fairness in Federated Learning: Challenges, Taxonomy of Solutions and Directions for Future Research | Oct 4, 2024 | FairnessFederated Learning | CodeCode Available | 0 |
| Group Fairness in Peer Review | Oct 4, 2024 | Fairness | —Unverified | 0 |
| Understanding Decision Subjects' Engagement with and Perceived Fairness of AI Models When Opportunities of Qualification Improvement Exist | Oct 4, 2024 | Fairness | —Unverified | 0 |
| Overcoming Representation Bias in Fairness-Aware data Repair using Optimal Transport | Oct 3, 2024 | AttributeFairness | —Unverified | 0 |
| Minimax Group Fairness in Strategic Classification | Oct 3, 2024 | ClassificationFairness | —Unverified | 0 |
| PFGuard: A Generative Framework with Privacy and Fairness Safeguards | Oct 3, 2024 | Ensemble LearningFairness | —Unverified | 0 |
| Fair Decentralized Learning | Oct 3, 2024 | Fairness | CodeCode Available | 0 |
| Harm Ratio: A Novel and Versatile Fairness Criterion | Oct 3, 2024 | Decision MakingFairness | —Unverified | 0 |
