| Group Meritocratic Fairness in Linear Contextual Bandits | Jun 7, 2022 | FairnessMulti-Armed Bandits | CodeCode Available | 0 |
| Improving Fairness in Graph Neural Networks via Mitigating Sensitive Attribute Leakage | Jun 7, 2022 | AttributeFairness | CodeCode Available | 1 |
| EiX-GNN : Concept-level eigencentrality explainer for graph neural networks | Jun 7, 2022 | FairnessTransfer Learning | CodeCode Available | 0 |
| Fairness and Unfairness in Binary and Multiclass Classification: Quantifying, Calculating, and Bounding | Jun 7, 2022 | Fairness | CodeCode Available | 0 |
| FairVFL: A Fair Vertical Federated Learning Framework with Contrastive Adversarial Learning | Jun 7, 2022 | FairnessFederated Learning | CodeCode Available | 0 |
| FIFA: Making Fairness More Generalizable in Classifiers Trained on Imbalanced Data | Jun 6, 2022 | ClassificationFairness | —Unverified | 0 |
| A Justice-Based Framework for the Analysis of Algorithmic Fairness-Utility Trade-Offs | Jun 6, 2022 | Decision MakingFairness | CodeCode Available | 1 |
| A Human-Centric Take on Model Monitoring | Jun 6, 2022 | Fairnessmodel | —Unverified | 0 |
| 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 |
| Towards Responsible AI for Financial Transactions | Jun 6, 2022 | ClusteringFairness | —Unverified | 0 |
