| Searching for Network Width with Bilaterally Coupled Network | Mar 25, 2022 | Fairness | CodeCode Available | 0 |
| To train or not to train adversarially: A study of bias mitigation strategies for speaker recognition | Mar 17, 2022 | Face RecognitionFairness | CodeCode Available | 0 |
| Handling Data Heterogeneity in Federated Learning via Knowledge Distillation and Fusion | Jul 23, 2022 | Data-free Knowledge DistillationFairness | CodeCode Available | 0 |
| mlr3summary: Concise and interpretable summaries for machine learning models | Apr 25, 2024 | FairnessModel Selection | CodeCode Available | 0 |
| Assessing Algorithmic Fairness with Unobserved Protected Class Using Data Combination | Jun 1, 2019 | Fairness | CodeCode Available | 0 |
| Evaluating Text-to-Image Generative Models: An Empirical Study on Human Image Synthesis | Mar 8, 2024 | Defect DetectionFairness | CodeCode Available | 0 |
| Average Individual Fairness: Algorithms, Generalization and Experiments | May 25, 2019 | ClassificationFairness | CodeCode Available | 0 |
| A Variational Approach to Privacy and Fairness | Jun 11, 2020 | FairnessRepresentation Learning | CodeCode Available | 0 |
| seeBias: A Comprehensive Tool for Assessing and Visualizing AI Fairness | Apr 11, 2025 | Fairness | CodeCode Available | 0 |
| SeeGULL Multilingual: a Dataset of Geo-Culturally Situated Stereotypes | Mar 8, 2024 | Fairness | CodeCode Available | 0 |
| 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 |
| Evaluation Measures of Individual Item Fairness for Recommender Systems: A Critical Study | Nov 2, 2023 | Exposure FairnessFairness | CodeCode Available | 0 |
| Hate Speech Detection with Generalizable Target-aware Fairness | May 28, 2024 | FairnessHate Speech Detection | CodeCode Available | 0 |
| HAVA: Hybrid Approach to Value-Alignment through Reward Weighing for Reinforcement Learning | May 21, 2025 | Fairness | CodeCode Available | 0 |
| What Do Compressed Deep Neural Networks Forget? | Nov 13, 2019 | FairnessInterpretability Techniques for Deep Learning | CodeCode Available | 0 |
| One Model Many Scores: Using Multiverse Analysis to Prevent Fairness Hacking and Evaluate the Influence of Model Design Decisions | Aug 31, 2023 | Decision MakingFairness | CodeCode Available | 0 |
