| Debiasing Text Safety Classifiers through a Fairness-Aware Ensemble | Sep 5, 2024 | counterfactualFairness | CodeCode Available | 0 |
| On Generalized Degree Fairness in Graph Neural Networks | Feb 8, 2023 | FairnessGraph Neural Network | CodeCode Available | 0 |
| Fairness-Aware Interpretable Modeling (FAIM) for Trustworthy Machine Learning in Healthcare | Mar 8, 2024 | Fairness | CodeCode Available | 0 |
| Training Well-Generalizing Classifiers for Fairness Metrics and Other Data-Dependent Constraints | Jun 29, 2018 | Fairness | CodeCode Available | 0 |
| A novel approach for Fair Principal Component Analysis based on eigendecomposition | Aug 24, 2022 | Dimensionality ReductionFairness | CodeCode Available | 0 |
| VersusDebias: Universal Zero-Shot Debiasing for Text-to-Image Models via SLM-Based Prompt Engineering and Generative Adversary | Jul 28, 2024 | AttributeFairness | CodeCode Available | 0 |
| Is this model reliable for everyone? Testing for strong calibration | Jul 28, 2023 | Fairness | CodeCode Available | 0 |
| ABCFair: an Adaptable Benchmark approach for Comparing Fairness Methods | Sep 25, 2024 | Binary ClassificationFairness | CodeCode Available | 0 |
| Is Your Model Fairly Certain? Uncertainty-Aware Fairness Evaluation for LLMs | May 29, 2025 | BenchmarkingFairness | CodeCode Available | 0 |
| Is Your Model "MADD"? A Novel Metric to Evaluate Algorithmic Fairness for Predictive Student Models | May 24, 2023 | Fairness | CodeCode Available | 0 |
| Building Socially-Equitable Public Models | Jun 4, 2024 | Decision MakingFairness | CodeCode Available | 0 |
| Item-side Fairness of Large Language Model-based Recommendation System | Feb 23, 2024 | FairnessLanguage Modeling | CodeCode Available | 0 |
| Fairness-aware Multiobjective Evolutionary Learning | Sep 27, 2024 | Fairness | CodeCode Available | 0 |
| The Impact of Speech Anonymization on Pathology and Its Limits | Apr 11, 2024 | DiagnosticFairness | CodeCode Available | 0 |
| Fairness-aware Multi-view Clustering | Feb 11, 2023 | ClusteringContrastive Learning | CodeCode Available | 0 |
| Iterative Orthogonal Feature Projection for Diagnosing Bias in Black-Box Models | Nov 15, 2016 | Fairness | CodeCode Available | 0 |
| Towards Explaining Demographic Bias through the Eyes of Face Recognition Models | Aug 29, 2022 | Decision MakingFace Recognition | CodeCode Available | 0 |
| Fairness-Aware Neural Réyni Minimization for Continuous Features | Nov 12, 2019 | Fairness | CodeCode Available | 0 |
| On Learning Fairness and Accuracy on Multiple Subgroups | Oct 19, 2022 | Fairness | CodeCode Available | 0 |
| It's Not You, It's Me: The Impact of Choice Models and Ranking Strategies on Gender Imbalance in Music Recommendation | Aug 22, 2024 | FairnessMusic Recommendation | CodeCode Available | 0 |
| BSL: Understanding and Improving Softmax Loss for Recommendation | Dec 20, 2023 | Fairness | CodeCode Available | 0 |
| Fairness-Aware Online Personalization | Jul 30, 2020 | Cloud ComputingDecision Making | CodeCode Available | 0 |
| Stable and Fair Classification | Feb 21, 2019 | ClassificationDecision Making | CodeCode Available | 0 |
| Fair Classification via Domain Adaptation: A Dual Adversarial Learning Approach | Jun 8, 2022 | AttributeClassification | CodeCode Available | 0 |
| Recommending POIs for Tourists by User Behavior Modeling and Pseudo-Rating | Oct 13, 2021 | FairnessRecommendation Systems | CodeCode Available | 0 |
