| Evaluating the Fairness of Discriminative Foundation Models in Computer Vision | Oct 18, 2023 | FairnessImage Captioning | CodeCode Available | 0 |
| FACT: A Diagnostic for Group Fairness Trade-offs | Apr 7, 2020 | AttributeDiagnostic | CodeCode Available | 0 |
| Variable-Based Calibration for Machine Learning Classifiers | Sep 30, 2022 | Fairness | CodeCode Available | 0 |
| Evaluating the fairness of task-adaptive pretraining on unlabeled test data before few-shot text classification | Sep 30, 2024 | FairnessFew-Shot Learning | CodeCode Available | 0 |
| Evaluating the Fairness of the MIMIC-IV Dataset and a Baseline Algorithm: Application to the ICU Length of Stay Prediction | Dec 31, 2023 | Binary ClassificationFairness | CodeCode Available | 0 |
| The World Wide recipe: A community-centred framework for fine-grained data collection and regional bias operationalisation | Jun 13, 2024 | Fairness | CodeCode Available | 0 |
| Arbitrariness and Social Prediction: The Confounding Role of Variance in Fair Classification | Jan 27, 2023 | Binary ClassificationClassification | CodeCode Available | 0 |
| Certifying Some Distributional Fairness with Subpopulation Decomposition | May 31, 2022 | Fairness | CodeCode Available | 0 |
| Towards Responsible AI in Education: Hybrid Recommendation System for K-12 Students Case Study | Feb 27, 2025 | FairnessRecommendation Systems | CodeCode Available | 0 |
| Whose Preferences? Differences in Fairness Preferences and Their Impact on the Fairness of AI Utilizing Human Feedback | Jun 9, 2024 | AttributeFairness | CodeCode Available | 0 |
