| FairEdit: Preserving Fairness in Graph Neural Networks through Greedy Graph Editing | Jan 10, 2022 | FairnessGraph Representation Learning | CodeCode Available | 0 |
| Fairness Score and Process Standardization: Framework for Fairness Certification in Artificial Intelligence Systems | Jan 10, 2022 | Decision MakingFairness | —Unverified | 0 |
| A Fair and Efficient Hybrid Federated Learning Framework based on XGBoost for Distributed Power Prediction | Jan 8, 2022 | FairnessFederated Learning | —Unverified | 0 |
| Fair and efficient contribution valuation for vertical federated learning | Jan 7, 2022 | FairnessFederated Learning | —Unverified | 0 |
| The Effect of Model Compression on Fairness in Facial Expression Recognition | Jan 5, 2022 | Facial Expression RecognitionFacial Expression Recognition (FER) | —Unverified | 0 |
| Parity-based Cumulative Fairness-aware Boosting | Jan 4, 2022 | Fairness | —Unverified | 0 |
| Fair Data Representation for Machine Learning at the Pareto Frontier | Jan 2, 2022 | BIG-bench Machine LearningDecision Making | CodeCode Available | 0 |
| Toward Pareto Efficient Fairness-Utility Trade-off inRecommendation through Reinforcement Learning | Jan 1, 2022 | FairnessMulti-Objective Reinforcement Learning | —Unverified | 0 |
| BARACK: Partially Supervised Group Robustness With Guarantees | Dec 31, 2021 | FairnessGeneralization Bounds | —Unverified | 0 |
| Self Reward Design with Fine-grained Interpretability | Dec 30, 2021 | Deep Reinforcement LearningFairness | CodeCode Available | 0 |
