Entity Augmentation for Efficient Classification of Vertically Partitioned Data with Limited Overlapby Avi Amalanshu, Viswesh…
Navigating High-Degree Heterogeneity: Federated Learning in Aerial and Space Networksby Fan Dong, Henry Leung, Steve…
FedBiOT: LLM Local Fine-tuning in Federated Learning without Full Modelby Feijie Wu, Zitao Li, Yaliang…
Dynamic Scheduling for Vehicle-to-Vehicle Communications Enhanced Federated Learningby Jintao Yan, Tan Chen, Yuxuan Sun, Zhaojun…
Achieving Fairness Across Local and Global Models in Federated Learningby Disha Makhija, Xing Han, Joydeep…
Personalized federated learning based on feature fusionby Wolong Xing, Zhenkui Shi, Hongyan Peng, Xiantao Hu,…
Meta-FL: A Novel Meta-Learning Framework for Optimizing Heterogeneous Model Aggregation in Federated Learningby Zahir AlsulaimawiFirst…
Semi-Variance Reduction for Fair Federated Learningby Saber MalekmohammadiFirst submitted to arxiv on: 23 Jun 2024CategoriesMain:…
Privacy Preserving Machine Learning for Electronic Health Records using Federated Learning and Differential Privacyby Naif…
Privacy Preserved Blood Glucose Level Cross-Prediction: An Asynchronous Decentralized Federated Learning Approachby Chengzhe Piao, Taiyu…