How to Collaborate: Towards Maximizing the Generalization Performance in Cross-Silo Federated Learningby Yuchang Sun, Marios…
TurboSVM-FL: Boosting Federated Learning through SVM Aggregation for Lazy Clientsby Mengdi Wang, Anna Bodonhelyi, Efe…
Privacy-Preserving Data Fusion for Traffic State Estimation: A Vertical Federated Learning Approachby Qiqing Wang, Kaidi…
OnDev-LCT: On-Device Lightweight Convolutional Transformers towards federated learningby Chu Myaet Thwal, Minh N.H. Nguyen, Ye…
Attention on Personalized Clinical Decision Support System: Federated Learning Approachby Chu Myaet Thwal, Kyi Thar,…
Differentially-Private Multi-Tier Federated Learningby Evan Chen, Frank Po-Chen Lin, Dong-Jun Han, Christopher G. BrintonFirst submitted…
Communication Efficient and Provable Federated Unlearningby Youming Tao, Cheng-Long Wang, Miao Pan, Dongxiao Yu, Xiuzhen…
Starlit: Privacy-Preserving Federated Learning to Enhance Financial Fraud Detectionby Aydin Abadi, Bradley Doyle, Francesco Gini,…
Hierarchical Federated Learning in Multi-hop Cluster-Based VANETsby M. Saeid HaghighiFard, Sinem ColeriFirst submitted to arxiv…
Cooperative Edge Caching Based on Elastic Federated and Multi-Agent Deep Reinforcement Learning in Next-Generation Networkby…