| Classification with Fairness Constraints: A Meta-Algorithm with Provable Guarantees | Jun 15, 2018 | ClassificationFairness | CodeCode Available | 0 |
| GBM-based Bregman Proximal Algorithms for Constrained Learning | Aug 21, 2023 | Fairness | CodeCode Available | 0 |
| Certified Defense on the Fairness of Graph Neural Networks | Nov 5, 2023 | FairnessGraph Learning | CodeCode Available | 0 |
| Domain Adaptive Decision Trees: Implications for Accuracy and Fairness | Feb 27, 2023 | Domain AdaptationFairness | CodeCode Available | 0 |
| An Algorithmic Framework for Fairness Elicitation | May 25, 2019 | FairnessGeneralization Bounds | CodeCode Available | 0 |
| Teach2Eval: An Indirect Evaluation Method for LLM by Judging How It Teaches | May 18, 2025 | FairnessMemorization | CodeCode Available | 0 |
| Domain adaptation, Explainability & Fairness in AI for Medical Image Analysis: Diagnosis of COVID-19 based on 3-D Chest CT-scans | Mar 4, 2024 | Domain AdaptationFairness | CodeCode Available | 0 |
| Metric-DST: Mitigating Selection Bias Through Diversity-Guided Semi-Supervised Metric Learning | Nov 27, 2024 | DiversityFairness | CodeCode Available | 0 |
| A Study of Implicit Ranking Unfairness in Large Language Models | Nov 13, 2023 | Data AugmentationFairness | CodeCode Available | 0 |
| Through the Fairness Lens: Experimental Analysis and Evaluation of Entity Matching | Jul 6, 2023 | Fairness | CodeCode Available | 0 |
