| MANI-Rank: Multiple Attribute and Intersectional Group Fairness for Consensus Ranking | Jul 20, 2022 | AttributeFairness | CodeCode Available | 0 |
| A Game-theoretic Model of the Consumer Behavior Under Pay-What-You-Want Pricing Strategy | Jul 18, 2022 | Fairness | —Unverified | 0 |
| When Fairness Meets Privacy: Fair Classification with Semi-Private Sensitive Attributes | Jul 18, 2022 | ClassificationFairness | —Unverified | 0 |
| Indivisible Participatory Budgeting under Weak Rankings | Jul 16, 2022 | Fairness | —Unverified | 0 |
| Reducing Geographic Disparities in Automatic Speech Recognition via Elastic Weight Consolidation | Jul 16, 2022 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | —Unverified | 0 |
| Data Representativeness in Accessibility Datasets: A Meta-Analysis | Jul 16, 2022 | Fairness | —Unverified | 0 |
| Characterization of Group-Fair Social Choice Rules under Single-Peaked Preferences | Jul 16, 2022 | Fairness | —Unverified | 0 |
| From Single Aircraft to Communities: A Neutral Interpretation of Air Traffic Complexity Dynamics | Jul 15, 2022 | Decision MakingFairness | —Unverified | 0 |
| More Data Can Lead Us Astray: Active Data Acquisition in the Presence of Label Bias | Jul 15, 2022 | Active LearningFairness | —Unverified | 0 |
| Adversarial Reweighting for Speaker Verification Fairness | Jul 15, 2022 | FairnessMetric Learning | —Unverified | 0 |
| 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 |
| On Graph Neural Network Fairness in the Presence of Heterophilous Neighborhoods | Jul 10, 2022 | AttributeFairness | —Unverified | 0 |
| Explainable Legal Case Matching via Inverse Optimal Transport-based Rationale Extraction | Jul 9, 2022 | Explanation GenerationFairness | CodeCode Available | 1 |
| Probing Classifiers are Unreliable for Concept Removal and Detection | Jul 8, 2022 | Fairness | —Unverified | 0 |
| Graph-based Multi-View Fusion and Local Adaptation: Mitigating Within-Household Confusability for Speaker Identification | Jul 8, 2022 | FairnessSpeaker Identification | —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 |
