| Facets of Disparate Impact: Evaluating Legally Consistent Bias in Machine Learning | May 8, 2025 | Fairness | CodeCode Available | 0 | 5 |
| FaceX: Understanding Face Attribute Classifiers through Summary Model Explanations | Dec 10, 2024 | AttributeExplainable artificial intelligence | CodeCode Available | 0 | 5 |
| FACROC: a fairness measure for FAir Clustering through ROC curves | Mar 2, 2025 | AttributeClustering | CodeCode Available | 0 | 5 |
| An Algorithmic Framework for Fairness Elicitation | May 25, 2019 | FairnessGeneralization Bounds | CodeCode Available | 0 | 5 |
| Assessing instructor-AI cooperation for grading essay-type questions in an introductory sociology course | Jan 11, 2025 | FairnessSociology | CodeCode Available | 0 | 5 |
| Certified Defense on the Fairness of Graph Neural Networks | Nov 5, 2023 | FairnessGraph Learning | CodeCode Available | 0 | 5 |
| Fair Active Learning | Jan 6, 2020 | Active LearningBIG-bench Machine Learning | CodeCode Available | 0 | 5 |
| Comprehensive Fair Meta-learned Recommender System | Jun 9, 2022 | counterfactualFairness | CodeCode Available | 0 | 5 |
| Policy Learning with Observational Data | Feb 9, 2017 | FairnessForm | CodeCode Available | 0 | 5 |
| Efficient Task-Specific Data Valuation for Nearest Neighbor Algorithms | Aug 22, 2019 | Data ValuationFairness | CodeCode Available | 0 | 5 |
| Compositional Fairness Constraints for Graph Embeddings | May 25, 2019 | FairnessGraph Embedding | CodeCode Available | 0 | 5 |
| Assessing gender fairness in EEG-based machine learning detection of Parkinson's disease: A multi-center study | Mar 11, 2023 | EEGElectroencephalogram (EEG) | CodeCode Available | 0 | 5 |
| EiX-GNN : Concept-level eigencentrality explainer for graph neural networks | Jun 7, 2022 | FairnessTransfer Learning | CodeCode Available | 0 | 5 |
| Evaluating Bias and Fairness in Gender-Neutral Pretrained Vision-and-Language Models | Oct 26, 2023 | FairnessRetrieval | CodeCode Available | 0 | 5 |
| Fair and Robust Estimation of Heterogeneous Treatment Effects for Policy Learning | Jun 6, 2023 | Fairness | CodeCode Available | 0 | 5 |
| Composing Agents to Minimize Worst-case Risk | Jun 5, 2025 | Fairness | CodeCode Available | 0 | 5 |
| Fair Augmentation for Graph Collaborative Filtering | Aug 22, 2024 | Collaborative FilteringFairness | CodeCode Available | 0 | 5 |
| Effective Controllable Bias Mitigation for Classification and Retrieval using Gate Adapters | Jan 29, 2024 | FairnessRetrieval | CodeCode Available | 0 | 5 |
| Equalized odds postprocessing under imperfect group information | Jun 7, 2019 | AttributeFairness | CodeCode Available | 0 | 5 |
| Component-Based Fairness in Face Attribute Classification with Bayesian Network-informed Meta Learning | May 3, 2025 | AttributeFace Recognition | CodeCode Available | 0 | 5 |
| Fair Classification with Adversarial Perturbations | Jun 10, 2021 | ClassificationFairness | CodeCode Available | 0 | 5 |
| A Survey on Bias and Fairness in Machine Learning | Aug 23, 2019 | BIG-bench Machine LearningFairness | CodeCode Available | 0 | 5 |
| Fair Classification with Noisy Protected Attributes: A Framework with Provable Guarantees | Jun 8, 2020 | FairnessGeneral Classification | CodeCode Available | 0 | 5 |
| Edge-Colored Clustering in Hypergraphs: Beyond Minimizing Unsatisfied Edges | Feb 18, 2025 | ClusteringFairness | CodeCode Available | 0 | 5 |
| EAB-FL: Exacerbating Algorithmic Bias through Model Poisoning Attacks in Federated Learning | Oct 2, 2024 | FairnessFederated Learning | CodeCode Available | 0 | 5 |
