| A Statistical Viewpoint on Differential Privacy: Hypothesis Testing, Representation and Blackwell's Theorem | Sep 14, 2024 | InformativenessPrivacy Preserving | —Unverified | 0 |
| Enhancing Privacy in ControlNet and Stable Diffusion via Split Learning | Sep 13, 2024 | Federated LearningImage Generation | —Unverified | 0 |
| Utilizing Data Fingerprints for Privacy-Preserving Algorithm Selection in Time Series Classification: Performance and Uncertainty Estimation on Unseen Datasets | Sep 13, 2024 | Multi-target regressionNeural Architecture Search | CodeCode Available | 0 |
| Efficient Privacy-Preserving KAN Inference Using Homomorphic Encryption | Sep 12, 2024 | image-classificationImage Classification | —Unverified | 0 |
| PDC-FRS: Privacy-preserving Data Contribution for Federated Recommender System | Sep 12, 2024 | Privacy PreservingRecommendation Systems | —Unverified | 0 |
| Privacy-preserving federated prediction of pain intensity change based on multi-center survey data | Sep 12, 2024 | Federated LearningPrivacy Preserving | —Unverified | 0 |
| Riemannian Federated Learning via Averaging Gradient Stream | Sep 11, 2024 | Federated LearningPrivacy Preserving | —Unverified | 0 |
| Is merging worth it? Securely evaluating the information gain for causal dataset acquisition | Sep 11, 2024 | Heterogeneous Treatment Effect EstimationPrivacy Preserving | —Unverified | 0 |
| Privacy-Preserving Federated Learning with Consistency via Knowledge Distillation Using Conditional Generator | Sep 11, 2024 | DiversityFederated Learning | —Unverified | 0 |
| TriplePlay: Enhancing Federated Learning with CLIP for Non-IID Data and Resource Efficiency | Sep 9, 2024 | FairnessFederated Learning | —Unverified | 0 |
