| Certified Defense on the Fairness of Graph Neural Networks | Nov 5, 2023 | FairnessGraph Learning | CodeCode Available | 0 | 5 |
| A Survey on Group Fairness in Federated Learning: Challenges, Taxonomy of Solutions and Directions for Future Research | Oct 4, 2024 | FairnessFederated Learning | CodeCode Available | 0 | 5 |
| On Biases in a UK Biobank-based Retinal Image Classification Model | Jul 30, 2024 | Fairnessimage-classification | CodeCode Available | 0 | 5 |
| An Algorithmic Framework for Fairness Elicitation | May 25, 2019 | FairnessGeneralization Bounds | CodeCode Available | 0 | 5 |
| Endowing Pre-trained Graph Models with Provable Fairness | Feb 19, 2024 | AttributeFairness | CodeCode Available | 0 | 5 |
| Entity-Switched Datasets: An Approach to Auditing the In-Domain Robustness of Named Entity Recognition Models | Apr 8, 2020 | Fairnessnamed-entity-recognition | CodeCode Available | 0 | 5 |
| Evaluating Bias and Fairness in Gender-Neutral Pretrained Vision-and-Language Models | Oct 26, 2023 | FairnessRetrieval | CodeCode Available | 0 | 5 |
| Efficient Estimation of Shortest-Path Distance Distributions to Samples in Graphs | Feb 21, 2025 | Fairness | CodeCode Available | 0 | 5 |
| AI Ethics on Blockchain: Topic Analysis on Twitter Data for Blockchain Security | Dec 14, 2022 | EthicsFairness | CodeCode Available | 0 | 5 |
| A Survey on Fairness for Machine Learning on Graphs | May 11, 2022 | BIG-bench Machine LearningFairness | CodeCode Available | 0 | 5 |
