| A Sandbox Tool to Bias(Stress)-Test Fairness Algorithms | Apr 21, 2022 | Fairness | —Unverified | 0 |
| Ultra-marginal Feature Importance: Learning from Data with Causal Guarantees | Apr 21, 2022 | FairnessFeature Importance | CodeCode Available | 0 |
| Causality-based Neural Network Repair | Apr 20, 2022 | Decision MakingFairness | —Unverified | 0 |
| A Brief Guide to Designing and Evaluating Human-Centered Interactive Machine Learning | Apr 20, 2022 | BIG-bench Machine LearningDecision Making | —Unverified | 0 |
| Demographic-Reliant Algorithmic Fairness: Characterizing the Risks of Demographic Data Collection in the Pursuit of Fairness | Apr 18, 2022 | AttributeFairness | —Unverified | 0 |
| A Comprehensive Survey on Trustworthy Graph Neural Networks: Privacy, Robustness, Fairness, and Explainability | Apr 18, 2022 | Drug DiscoveryFairness | —Unverified | 0 |
| Trinary Tools for Continuously Valued Binary Classifiers | Apr 18, 2022 | BIG-bench Machine LearningFairness | —Unverified | 0 |
| The Equity Framework: Fairness Beyond Equalized Predictive Outcomes | Apr 18, 2022 | Decision MakingFairness | —Unverified | 0 |
| Fairly Accurate: Learning Optimal Accuracy vs. Fairness Tradeoffs for Hate Speech Detection | Apr 15, 2022 | FairnessHate Speech Detection | —Unverified | 0 |
| Clinical trial site matching with improved diversity using fair policy learning | Apr 13, 2022 | DiversityFairness | —Unverified | 0 |
