| Achieving Fairness with a Simple Ridge Penalty | May 18, 2021 | FairnessModel Selection | —Unverified | 0 |
| Decision Making with Differential Privacy under a Fairness Lens | May 16, 2021 | Decision MakingFairness | —Unverified | 0 |
| XAI Handbook: Towards a Unified Framework for Explainable AI | May 14, 2021 | Explainable Artificial Intelligence (XAI)Fairness | —Unverified | 0 |
| Towards Equity and Algorithmic Fairness in Student Grade Prediction | May 14, 2021 | FairnessPrediction | —Unverified | 0 |
| Biometrics: Trust, but Verify | May 14, 2021 | Fairness | —Unverified | 0 |
| Addressing Fairness, Bias and Class Imbalance in Machine Learning: the FBI-loss | May 13, 2021 | BIG-bench Machine LearningDecision Making | CodeCode Available | 0 |
| Causally motivated Shortcut Removal Using Auxiliary Labels | May 13, 2021 | Causal InferenceDisentanglement | CodeCode Available | 0 |
| An Empirical Comparison of Bias Reduction Methods on Real-World Problems in High-Stakes Policy Settings | May 13, 2021 | BIG-bench Machine LearningFairness | CodeCode Available | 0 |
| Evolutionary instability of selfish learning in repeated games | May 13, 2021 | Fairness | CodeCode Available | 0 |
| Bias, Fairness, and Accountability with AI and ML Algorithms | May 13, 2021 | Fairness | —Unverified | 0 |
