| 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 |
| Bottlenecks CLUB: Unifying Information-Theoretic Trade-offs Among Complexity, Leakage, and Utility | Jul 11, 2022 | Face RecognitionFairness | CodeCode Available | 0 |
| How Robust is your Fair Model? Exploring the Robustness of Diverse Fairness Strategies | Jul 11, 2022 | Decision MakingFairness | CodeCode Available | 0 |
| On Graph Neural Network Fairness in the Presence of Heterophilous Neighborhoods | Jul 10, 2022 | AttributeFairness | —Unverified | 0 |
| On the Need and Applicability of Causality for Fairness: A Unified Framework for AI Auditing and Legal Analysis | Jul 8, 2022 | BIG-bench Machine LearningCausal Inference | —Unverified | 0 |
| Graph-based Multi-View Fusion and Local Adaptation: Mitigating Within-Household Confusability for Speaker Identification | Jul 8, 2022 | FairnessSpeaker Identification | —Unverified | 0 |
| Probing Classifiers are Unreliable for Concept Removal and Detection | Jul 8, 2022 | Fairness | —Unverified | 0 |
| Fairness and Bias in Robot Learning | Jul 7, 2022 | BIG-bench Machine LearningFairness | —Unverified | 0 |
| Individual Preference Stability for Clustering | Jul 7, 2022 | ClusteringFairness | CodeCode Available | 0 |
