| Towards Intersectionality in Machine Learning: Including More Identities, Handling Underrepresentation, and Performing Evaluation | May 10, 2022 | AttributeBenchmarking | CodeCode Available | 0 |
| Risk Preferences of Learning Algorithms | May 10, 2022 | FairnessRecommendation Systems | —Unverified | 0 |
| Don't Throw it Away! The Utility of Unlabeled Data in Fair Decision Making | May 10, 2022 | Decision MakingFairness | CodeCode Available | 0 |
| A Transparency Index Framework for AI in Education | May 9, 2022 | EthicsFairness | —Unverified | 0 |
| Evaluating the Fairness Impact of Differentially Private Synthetic Data | May 9, 2022 | Binary ClassificationFairness | —Unverified | 0 |
| A Survey on AI Sustainability: Emerging Trends on Learning Algorithms and Research Challenges | May 8, 2022 | Fairness | —Unverified | 0 |
| Towards Racially Unbiased Skin Tone Estimation via Scene Disambiguation | May 8, 2022 | Fairness | —Unverified | 0 |
| Rethinking Fairness: An Interdisciplinary Survey of Critiques of Hegemonic ML Fairness Approaches | May 6, 2022 | EthicsFairness | —Unverified | 0 |
| The Road to Explainability is Paved with Bias: Measuring the Fairness of Explanations | May 6, 2022 | BIG-bench Machine LearningFairness | —Unverified | 0 |
| Optimising Equal Opportunity Fairness in Model Training | May 5, 2022 | Fairnessmodel | CodeCode Available | 0 |
