| Collective decisions under uncertainty: efficiency, ex-ante fairness, and normalization | May 6, 2025 | Fairness | —Unverified | 0 |
| Robust Fairness Vision-Language Learning for Medical Image Analysis | May 6, 2025 | FairnessMedical Image Analysis | CodeCode Available | 0 |
| FairPO: Robust Preference Optimization for Fair Multi-Label Learning | May 5, 2025 | FairnessMulti-Label Classification | —Unverified | 0 |
| The Multimodal Paradox: How Added and Missing Modalities Shape Bias and Performance in Multimodal AI | May 5, 2025 | Decision MakingFairness | —Unverified | 0 |
| Colombian Waitresses y Jueces canadienses: Gender and Country Biases in Occupation Recommendations from LLMs | May 5, 2025 | Fairness | CodeCode Available | 0 |
| Social Biases in Knowledge Representations of Wikidata separates Global North from Global South | May 5, 2025 | AttributeChatbot | CodeCode Available | 0 |
| Causally Fair Node Classification on Non-IID Graph Data | May 3, 2025 | Causal InferenceFairness | —Unverified | 0 |
| Mitigating Group-Level Fairness Disparities in Federated Visual Language Models | May 3, 2025 | counterfactualFairness | —Unverified | 0 |
| Component-Based Fairness in Face Attribute Classification with Bayesian Network-informed Meta Learning | May 3, 2025 | AttributeFace Recognition | CodeCode Available | 0 |
| SimAug: Enhancing Recommendation with Pretrained Language Models for Dense and Balanced Data Augmentation | May 3, 2025 | Collaborative FilteringData Augmentation | CodeCode Available | 0 |
