| Addressing Shortcomings in Fair Graph Learning Datasets: Towards a New Benchmark | Mar 9, 2024 | BenchmarkingFairness | CodeCode Available | 1 |
| Towards Tracing Trustworthiness Dynamics: Revisiting Pre-training Period of Large Language Models | Feb 29, 2024 | FairnessMutual Information Estimation | CodeCode Available | 1 |
| Towards Fair Graph Anomaly Detection: Problem, Benchmark Datasets, and Evaluation | Feb 25, 2024 | Anomaly DetectionFairness | CodeCode Available | 1 |
| Fair Resource Allocation in Multi-Task Learning | Feb 23, 2024 | FairnessMulti-Task Learning | CodeCode Available | 1 |
| Demographic Bias of Expert-Level Vision-Language Foundation Models in Medical Imaging | Feb 22, 2024 | Fairness | CodeCode Available | 1 |
| TuneTables: Context Optimization for Scalable Prior-Data Fitted Networks | Feb 17, 2024 | FairnessIn-Context Learning | CodeCode Available | 1 |
| FedAA: A Reinforcement Learning Perspective on Adaptive Aggregation for Fair and Robust Federated Learning | Feb 8, 2024 | continuous-controlContinuous Control | CodeCode Available | 1 |
| UOEP: User-Oriented Exploration Policy for Enhancing Long-Term User Experiences in Recommender Systems | Jan 17, 2024 | DiversityFairness | CodeCode Available | 1 |
| A Closer Look at AUROC and AUPRC under Class Imbalance | Jan 11, 2024 | Binary ClassificationFairness | CodeCode Available | 1 |
| New Job, New Gender? Measuring the Social Bias in Image Generation Models | Jan 1, 2024 | Bias DetectionFairness | CodeCode Available | 1 |
