| Improving Fairness in Large-Scale Object Recognition by CrowdSourced Demographic Information | Jun 2, 2022 | Cultural Vocal Bursts Intensity PredictionFairness | —Unverified | 0 |
| Use of a Citizen Science Platform for the Creation of a Language Resource to Study Bias in Language Models for French: A Case Study | Jun 1, 2022 | FairnessTranslation | —Unverified | 0 |
| Transparency and Explainability of a Machine Learning Model in the Context of Human Resource Management | Jun 1, 2022 | FairnessManagement | —Unverified | 0 |
| Towards Responsible AI: A Design Space Exploration of Human-Centered Artificial Intelligence User Interfaces to Investigate Fairness | Jun 1, 2022 | Decision MakingFairness | —Unverified | 0 |
| FETA: Fairness Enforced Verifying, Training, and Predicting Algorithms for Neural Networks | Jun 1, 2022 | Decision MakingFairness | —Unverified | 0 |
| How Biased are Your Features?: Computing Fairness Influence Functions with Global Sensitivity Analysis | Jun 1, 2022 | BIG-bench Machine LearningDecision Making | CodeCode Available | 0 |
| Social Bias Meets Data Bias: The Impacts of Labeling and Measurement Errors on Fairness Criteria | May 31, 2022 | Credit scoreFairness | CodeCode Available | 0 |
| To the Fairness Frontier and Beyond: Identifying, Quantifying, and Optimizing the Fairness-Accuracy Pareto Frontier | May 31, 2022 | Fairness | —Unverified | 0 |
| FELARE: Fair Scheduling of Machine Learning Tasks on Heterogeneous Edge Systems | May 31, 2022 | BIG-bench Machine LearningCPU | CodeCode Available | 1 |
| Fairness Transferability Subject to Bounded Distribution Shift | May 31, 2022 | BIG-bench Machine LearningFairness | CodeCode Available | 0 |
| Bias-inducing geometries: an exactly solvable data model with fairness implications | May 31, 2022 | Fairness | —Unverified | 0 |
| Certifying Some Distributional Fairness with Subpopulation Decomposition | May 31, 2022 | Fairness | CodeCode Available | 0 |
| Variable importance without impossible data | May 31, 2022 | AttributeFairness | —Unverified | 0 |
| Towards Fair Federated Recommendation Learning: Characterizing the Inter-Dependence of System and Data Heterogeneity | May 30, 2022 | FairnessFederated Learning | —Unverified | 0 |
| Uncertainty Quantification for Fairness in Two-Stage Recommender Systems | May 30, 2022 | FairnessRecommendation Systems | CodeCode Available | 0 |
| Fool SHAP with Stealthily Biased Sampling | May 30, 2022 | Fairness | CodeCode Available | 0 |
| Random Rank: The One and Only Strategyproof and Proportionally Fair Randomized Facility Location Mechanism | May 30, 2022 | Fairness | —Unverified | 0 |
| Metrizing Fairness | May 30, 2022 | Fairness | CodeCode Available | 0 |
| Most Equitable Voting Rules | May 30, 2022 | FairnessOpen-Ended Question Answering | —Unverified | 0 |
| Optimal Decision Diagrams for Classification | May 28, 2022 | ClassificationFairness | —Unverified | 0 |
| Fair Labeled Clustering | May 28, 2022 | ClusteringFairness | —Unverified | 0 |
| Generalized Reductions: Making any Hierarchical Clustering Fair and Balanced with Low Cost | May 27, 2022 | ClusteringFairness | —Unverified | 0 |
| Prototype Based Classification from Hierarchy to Fairness | May 27, 2022 | ClassificationFairness | CodeCode Available | 0 |
| Fairness and Welfare Quantification for Regret in Multi-Armed Bandits | May 27, 2022 | FairnessMulti-Armed Bandits | —Unverified | 0 |
| Subverting machines, fluctuating identities: Re-learning human categorization | May 27, 2022 | BIG-bench Machine LearningFairness | —Unverified | 0 |
