| Should Bank Stress Tests Be Fair? | Jul 27, 2022 | Fairness | —Unverified | 0 |
| Fairness and Randomness in Machine Learning: Statistical Independence and Relativization | Jul 27, 2022 | BIG-bench Machine LearningFairness | —Unverified | 0 |
| Towards Soft Fairness in Restless Multi-Armed Bandits | Jul 27, 2022 | FairnessMulti-Armed Bandits | —Unverified | 0 |
| Causal foundations of bias, disparity and fairness | Jul 27, 2022 | Fairness | —Unverified | 0 |
| Debiasing Deep Chest X-Ray Classifiers using Intra- and Post-processing Methods | Jul 26, 2022 | AttributeDecision Making | CodeCode Available | 0 |
| A Learning and Control Perspective for Microfinance | Jul 26, 2022 | Decision MakingFairness | —Unverified | 0 |
| Innovations in Neural Data-to-text Generation: A Survey | Jul 25, 2022 | Data-to-Text GenerationFairness | —Unverified | 0 |
| Estimating and Controlling for Equalized Odds via Sensitive Attribute Predictors | Jul 25, 2022 | AttributeFairness | —Unverified | 0 |
| A Survey on Trustworthy Recommender Systems | Jul 25, 2022 | Decision MakingExplainable Recommendation | —Unverified | 0 |
| Handling Data Heterogeneity in Federated Learning via Knowledge Distillation and Fusion | Jul 23, 2022 | Data-free Knowledge DistillationFairness | CodeCode Available | 0 |
| Exploring the Impact of Temporal Bias in Point-of-Interest Recommendation | Jul 23, 2022 | FairnessRecommendation Systems | CodeCode Available | 0 |
| Causal Fairness Analysis | Jul 23, 2022 | AttributeDecision Making | —Unverified | 0 |
| Algorithmic Fairness in Business Analytics: Directions for Research and Practice | Jul 22, 2022 | Fairness | —Unverified | 0 |
| Toward Fairness in Speech Recognition: Discovery and mitigation of performance disparities | Jul 22, 2022 | Fairnessspeech-recognition | —Unverified | 0 |
| FairGRAPE: Fairness-aware GRAdient Pruning mEthod for Face Attribute Classification | Jul 22, 2022 | AttributeFairness | CodeCode Available | 1 |
| Towards Fairness-Aware Multi-Objective Optimization | Jul 22, 2022 | BIG-bench Machine LearningDecision Making | —Unverified | 0 |
| Verifying Fairness in Quantum Machine Learning | Jul 22, 2022 | BIG-bench Machine LearningDecision Making | CodeCode Available | 0 |
| Network Revenue Management with Demand Learning and Fair Resource-Consumption Balancing | Jul 22, 2022 | Cloud ComputingFairness | —Unverified | 0 |
| Joint Proportional Fairness Scheduling Using Iterative Search for mmWave Concurrent Transmission | Jul 21, 2022 | FairnessScheduling | —Unverified | 0 |
| GBDF: Gender Balanced DeepFake Dataset Towards Fair DeepFake Detection | Jul 21, 2022 | DeepFake DetectionFace Swapping | CodeCode Available | 1 |
| FOCUS: Fairness via Agent-Awareness for Federated Learning on Heterogeneous Data | Jul 21, 2022 | FairnessFederated Learning | —Unverified | 0 |
| Detecting Shortcut Learning for Fair Medical AI using Shortcut Testing | Jul 21, 2022 | FairnessMulti-Task Learning | —Unverified | 0 |
| Mitigating Algorithmic Bias with Limited Annotations | Jul 20, 2022 | Fairness | CodeCode Available | 0 |
| AI Fairness: from Principles to Practice | Jul 20, 2022 | Fairness | —Unverified | 0 |
| Measuring and signing fairness as performance under multiple stakeholder distributions | Jul 20, 2022 | Domain GeneralizationFairness | —Unverified | 0 |
