| Disparate Impact in Differential Privacy from Gradient Misalignment | Jun 15, 2022 | Fairness | CodeCode Available | 1 |
| Improving Fairness in Graph Neural Networks via Mitigating Sensitive Attribute Leakage | Jun 7, 2022 | AttributeFairness | CodeCode Available | 1 |
| Distributive Justice as the Foundational Premise of Fair ML: Unification, Extension, and Interpretation of Group Fairness Metrics | Jun 6, 2022 | Decision MakingFairness | CodeCode Available | 1 |
| A Justice-Based Framework for the Analysis of Algorithmic Fairness-Utility Trade-Offs | Jun 6, 2022 | Decision MakingFairness | CodeCode Available | 1 |
| FELARE: Fair Scheduling of Machine Learning Tasks on Heterogeneous Edge Systems | May 31, 2022 | BIG-bench Machine LearningCPU | CodeCode Available | 1 |
| Experiments on Generalizability of User-Oriented Fairness in Recommender Systems | May 17, 2022 | FairnessRecommendation Systems | CodeCode Available | 1 |
| Selective Fairness in Recommendation via Prompts | May 10, 2022 | AttributeFairness | CodeCode Available | 1 |
| fairlib: A Unified Framework for Assessing and Improving Classification Fairness | May 4, 2022 | ClassificationFairness | CodeCode Available | 1 |
| User-controllable Recommendation Against Filter Bubbles | Apr 29, 2022 | Blockingcounterfactual | CodeCode Available | 1 |
| FairGAN: GANs-based Fairness-aware Learning for Recommendations with Implicit Feedback | Apr 25, 2022 | Exposure FairnessFairness | CodeCode Available | 1 |
