| CILIATE: Towards Fairer Class-based Incremental Learning by Dataset and Training Refinement | Apr 9, 2023 | FairnessIncremental Learning | CodeCode Available | 0 |
| Ensuring Fairness Beyond the Training Data | Jul 12, 2020 | Fairness | CodeCode Available | 0 |
| ChatGPT Based Data Augmentation for Improved Parameter-Efficient Debiasing of LLMs | Feb 19, 2024 | Data AugmentationFairness | CodeCode Available | 0 |
| Global Group Fairness in Federated Learning via Function Tracking | Mar 19, 2025 | FairnessFederated Learning | CodeCode Available | 0 |
| Time Fairness in Online Knapsack Problems | May 22, 2023 | Fairness | CodeCode Available | 0 |
| SCALES: From Fairness Principles to Constrained Decision-Making | Sep 22, 2022 | Decision MakingFairness | CodeCode Available | 0 |
| GLOBE-CE: A Translation-Based Approach for Global Counterfactual Explanations | May 26, 2023 | counterfactualFairness | CodeCode Available | 0 |
| On Biases in a UK Biobank-based Retinal Image Classification Model | Jul 30, 2024 | Fairnessimage-classification | CodeCode Available | 0 |
| 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 |
| Does Machine Bring in Extra Bias in Learning? Approximating Fairness in Models Promptly | May 15, 2024 | Fairnessvalid | CodeCode Available | 0 |
