| Imputation Strategies Under Clinical Presence: Impact on Algorithmic Fairness | Aug 13, 2022 | FairnessImputation | CodeCode Available | 0 |
| Fairer Analysis and Demographically Balanced Face Generation for Fairer Face Verification | Dec 4, 2024 | Face GenerationFace Recognition | CodeCode Available | 0 |
| Skin Deep: Investigating Subjectivity in Skin Tone Annotations for Computer Vision Benchmark Datasets | May 15, 2023 | FairnessSystematic Literature Review | CodeCode Available | 0 |
| Slice Tuner: A Selective Data Acquisition Framework for Accurate and Fair Machine Learning Models | Mar 10, 2020 | Active LearningBIG-bench Machine Learning | CodeCode Available | 0 |
| Slicing Through Bias: Explaining Performance Gaps in Medical Image Analysis using Slice Discovery Methods | Jun 17, 2024 | FairnessMedical Image Analysis | CodeCode Available | 0 |
| FairER: Entity Resolution with Fairness Constraints | Oct 30, 2021 | DiversityEntity Resolution | CodeCode Available | 0 |
| Incentive-Aware Recommender Systems in Two-Sided Markets | Nov 23, 2022 | FairnessRecommendation Systems | CodeCode Available | 0 |
| A Preliminary Study of ChatGPT on News Recommendation: Personalization, Provider Fairness, Fake News | Jun 19, 2023 | ArticlesFairness | CodeCode Available | 0 |
| Demystifying Local and Global Fairness Trade-offs in Federated Learning Using Partial Information Decomposition | Jul 21, 2023 | FairnessFederated Learning | CodeCode Available | 0 |
| Neither Private Nor Fair: Impact of Data Imbalance on Utility and Fairness in Differential Privacy | Sep 10, 2020 | Fairness | CodeCode Available | 0 |
