| Who's the (Multi-)Fairest of Them All: Rethinking Interpolation-Based Data Augmentation Through the Lens of Multicalibration | Dec 13, 2024 | AllData Augmentation | CodeCode Available | 0 |
| Analyzing Fairness of Computer Vision and Natural Language Processing Models | Dec 13, 2024 | Fairness | —Unverified | 0 |
| Towards Fair Graph Neural Networks via Graph Counterfactual without Sensitive Attributes | Dec 13, 2024 | Attributecounterfactual | —Unverified | 0 |
| Analyzing Fairness of Classification Machine Learning Model with Structured Dataset | Dec 13, 2024 | Fairness | —Unverified | 0 |
| Uplift modeling with continuous treatments: A predict-then-optimize approach | Dec 12, 2024 | Fairness | CodeCode Available | 0 |
| When Can Memorization Improve Fairness? | Dec 12, 2024 | FairnessMemorization | —Unverified | 0 |
| SPRec: Leveraging Self-Play to Debias Preference Alignment for Large Language Model-based Recommendations | Dec 12, 2024 | FairnessLanguage Modeling | CodeCode Available | 1 |
| Towards Robust and Fair Vision Learning in Open-World Environments | Dec 12, 2024 | Continual LearningDomain Adaptation | —Unverified | 0 |
| Multimodal Approaches to Fair Image Classification: An Ethical Perspective | Dec 11, 2024 | ClassificationEthics | —Unverified | 0 |
| Diversity Drives Fairness: Ensemble of Higher Order Mutants for Intersectional Fairness of Machine Learning Software | Dec 11, 2024 | Decision MakingDiversity | —Unverified | 0 |
