| Emerging Challenges in Personalized Medicine: Assessing Demographic Effects on Biomedical Question Answering Systems | Oct 16, 2023 | FairnessQuestion Answering | CodeCode Available | 0 | 5 |
| An Algorithmic Framework for Fairness Elicitation | May 25, 2019 | FairnessGeneralization Bounds | CodeCode Available | 0 | 5 |
| Falcon: Fair Active Learning using Multi-armed Bandits | Jan 23, 2024 | Active LearningAttribute | CodeCode Available | 0 | 5 |
| FAL-CUR: Fair Active Learning using Uncertainty and Representativeness on Fair Clustering | Sep 21, 2022 | Active LearningClustering | CodeCode Available | 0 | 5 |
| Disparate Vulnerability to Membership Inference Attacks | Jun 2, 2019 | BIG-bench Machine LearningFairness | CodeCode Available | 0 | 5 |
| Empirical Risk Minimization under Fairness Constraints | Feb 23, 2018 | Fairness | CodeCode Available | 0 | 5 |
| Auditing Fairness by Betting | May 27, 2023 | Fairnessvalid | CodeCode Available | 0 | 5 |
| Data Stream Sampling with Fuzzy Task Boundaries and Noisy Labels | Apr 7, 2024 | Continual LearningFairness | CodeCode Available | 0 | 5 |
| Enhancing Model Robustness and Fairness with Causality: A Regularization Approach | Oct 3, 2021 | Causal Inferencecounterfactual | CodeCode Available | 0 | 5 |
| EiX-GNN : Concept-level eigencentrality explainer for graph neural networks | Jun 7, 2022 | FairnessTransfer Learning | CodeCode Available | 0 | 5 |
