| Effective Controllable Bias Mitigation for Classification and Retrieval using Gate Adapters | Jan 29, 2024 | FairnessRetrieval | CodeCode Available | 0 |
| A Comprehensive Empirical Study of Bias Mitigation Methods for Machine Learning Classifiers | Jul 7, 2022 | Fairness | CodeCode Available | 0 |
| Equalized odds postprocessing under imperfect group information | Jun 7, 2019 | AttributeFairness | CodeCode Available | 0 |
| DP-SGD vs PATE: Which Has Less Disparate Impact on Model Accuracy? | Jun 22, 2021 | Deep LearningFairness | CodeCode Available | 0 |
| Sampling a Near Neighbor in High Dimensions -- Who is the Fairest of Them All? | Jan 26, 2021 | AllFairness | CodeCode Available | 0 |
| From Interests to Insights: An LLM Approach to Course Recommendations Using Natural Language Queries | Dec 26, 2024 | FairnessLanguage Modeling | CodeCode Available | 0 |
| Sampling in Constrained Domains with Orthogonal-Space Variational Gradient Descent | Oct 12, 2022 | Fairness | CodeCode Available | 0 |
| MEDFAIR: Benchmarking Fairness for Medical Imaging | Oct 4, 2022 | BenchmarkingFairness | CodeCode Available | 0 |
| Efficient Algorithms For Fair Clustering with a New Fairness Notion | Sep 2, 2021 | AttributeClustering | CodeCode Available | 0 |
| Collapsed Language Models Promote Fairness | Oct 6, 2024 | Data AugmentationFairness | CodeCode Available | 0 |
