| Facets of Disparate Impact: Evaluating Legally Consistent Bias in Machine Learning | May 8, 2025 | Fairness | CodeCode Available | 0 |
| Finding Counterfactual Evidences for Node Classification | May 16, 2025 | Classificationcounterfactual | CodeCode Available | 0 |
| Disparity, Inequality, and Accuracy Tradeoffs in Graph Neural Networks for Node Classification | Aug 18, 2023 | FairnessNode Classification | CodeCode Available | 0 |
| FaceX: Understanding Face Attribute Classifiers through Summary Model Explanations | Dec 10, 2024 | AttributeExplainable artificial intelligence | CodeCode Available | 0 |
| ProFairRec: Provider Fairness-aware News Recommendation | Apr 10, 2022 | ArticlesFairness | CodeCode Available | 0 |
| FACROC: a fairness measure for FAir Clustering through ROC curves | Mar 2, 2025 | AttributeClustering | CodeCode Available | 0 |
| CuTS: Customizable Tabular Synthetic Data Generation | Jul 7, 2023 | FairnessSynthetic Data Generation | CodeCode Available | 0 |
| Fact-or-Fair: A Checklist for Behavioral Testing of AI Models on Fairness-Related Queries | Feb 9, 2025 | DiversityFairness | CodeCode Available | 0 |
| Unveiling Fairness Biases in Deep Learning-Based Brain MRI Reconstruction | Sep 25, 2023 | Deep LearningFairness | CodeCode Available | 0 |
| Unveiling Group-Specific Distributed Concept Drift: A Fairness Imperative in Federated Learning | Feb 12, 2024 | Decision MakingDrift Detection | CodeCode Available | 0 |
| Promoting Fairness and Diversity in Speech Datasets for Mental Health and Neurological Disorders Research | Jun 6, 2024 | DiversityFairness | CodeCode Available | 0 |
| AI Ethics on Blockchain: Topic Analysis on Twitter Data for Blockchain Security | Dec 14, 2022 | EthicsFairness | CodeCode Available | 0 |
| FADE: FAir Double Ensemble Learning for Observable and Counterfactual Outcomes | Sep 1, 2021 | counterfactualEnsemble Learning | CodeCode Available | 0 |
| Multi-EuP: The Multilingual European Parliament Dataset for Analysis of Bias in Information Retrieval | Nov 3, 2023 | BenchmarkingFairness | CodeCode Available | 0 |
| Are Large Language Models Really Bias-Free? Jailbreak Prompts for Assessing Adversarial Robustness to Bias Elicitation | Jul 11, 2024 | Adversarial RobustnessFairness | CodeCode Available | 0 |
| FAHT: An Adaptive Fairness-aware Decision Tree Classifier | Jul 16, 2019 | Decision MakingFairness | CodeCode Available | 0 |
| Whose Side Are You On? Investigating the Political Stance of Large Language Models | Mar 15, 2024 | FairnessInformation Retrieval | CodeCode Available | 0 |
| DispaRisk: Auditing Fairness Through Usable Information | May 20, 2024 | BenchmarkingBias Detection | CodeCode Available | 0 |
| Classification Utility, Fairness, and Compactness via Tunable Information Bottleneck and Rényi Measures | Jun 20, 2022 | AttributeFairness | CodeCode Available | 0 |
| Fair Active Learning | Jan 6, 2020 | Active LearningBIG-bench Machine Learning | CodeCode Available | 0 |
| Fair Active Learning | Jun 20, 2020 | Active LearningBIG-bench Machine Learning | CodeCode Available | 0 |
| Prompting Fairness: Artificial Intelligence as Game Players | Feb 8, 2024 | Fairness | CodeCode Available | 0 |
| Identifying Early Help Referrals For Local Authorities With Machine Learning And Bias Analysis | Jul 13, 2023 | Fairness | CodeCode Available | 0 |
| FairAdaBN: Mitigating unfairness with adaptive batch normalization and its application to dermatological disease classification | Mar 15, 2023 | AttributeFairness | CodeCode Available | 0 |
| FairAdapter: Detecting AI-generated Images with Improved Fairness | Nov 22, 2024 | Fairness | CodeCode Available | 0 |
