| Modeling Quality and Machine Learning Pipelines through Extended Feature Models | Jul 15, 2022 | BIG-bench Machine LearningFairness | —Unverified | 0 |
| SHAP-XRT: The Shapley Value Meets Conditional Independence Testing | Jul 14, 2022 | Binary ClassificationDecision Making | CodeCode Available | 0 |
| Bias Mitigation for Machine Learning Classifiers: A Comprehensive Survey | Jul 14, 2022 | BenchmarkingBIG-bench Machine Learning | —Unverified | 0 |
| RepFair-GAN: Mitigating Representation Bias in GANs Using Gradient Clipping | Jul 13, 2022 | Fairness | —Unverified | 0 |
| Understanding Unfairness in Fraud Detection through Model and Data Bias Interactions | Jul 13, 2022 | Decision MakingFairness | —Unverified | 0 |
| Towards A Holistic View of Bias in Machine Learning: Bridging Algorithmic Fairness and Imbalanced Learning | Jul 13, 2022 | Fairness | CodeCode Available | 0 |
| Long Term Fairness for Minority Groups via Performative Distributionally Robust Optimization | Jul 12, 2022 | BIG-bench Machine LearningFairness | —Unverified | 0 |
| Causal Conceptions of Fairness and their Consequences | Jul 12, 2022 | counterfactualDecision Making | —Unverified | 0 |
| How Robust is your Fair Model? Exploring the Robustness of Diverse Fairness Strategies | Jul 11, 2022 | Decision MakingFairness | CodeCode Available | 0 |
| Bottlenecks CLUB: Unifying Information-Theoretic Trade-offs Among Complexity, Leakage, and Utility | Jul 11, 2022 | Face RecognitionFairness | CodeCode Available | 0 |
