| H-FedSN: Personalized Sparse Networks for Efficient and Accurate Hierarchical Federated Learning for IoT Applications | Dec 9, 2024 | Federated LearningPrivacy Preserving | —Unverified | 0 |
| Privacy-Preserving Large Language Models: Mechanisms, Applications, and Future Directions | Dec 9, 2024 | Federated LearningPrivacy Preserving | —Unverified | 0 |
| FedRBE -- a decentralized privacy-preserving federated batch effect correction tool for omics data based on limma | Dec 8, 2024 | Federated LearningMissing Values | —Unverified | 0 |
| Can large language models be privacy preserving and fair medical coders? | Dec 7, 2024 | FairnessPrivacy Preserving | —Unverified | 0 |
| Privacy-Preserving Retrieval-Augmented Generation with Differential Privacy | Dec 6, 2024 | Privacy PreservingRAG | —Unverified | 0 |
| A Federated Approach to Few-Shot Hate Speech Detection for Marginalized Communities | Dec 6, 2024 | Federated LearningFew-Shot Learning | —Unverified | 0 |
| Differentially Private Random Feature Model | Dec 6, 2024 | Fairnessmodel | CodeCode Available | 0 |
| A Differentially Private Kaplan-Meier Estimator for Privacy-Preserving Survival Analysis | Dec 6, 2024 | Privacy PreservingSurvival Analysis | —Unverified | 0 |
| Communication Compression for Distributed Learning without Control Variates | Dec 5, 2024 | Federated LearningPrivacy Preserving | —Unverified | 0 |
| BEFL: Balancing Energy Consumption in Federated Learning for Mobile Edge IoT | Dec 5, 2024 | Federated LearningImitation Learning | CodeCode Available | 0 |
