Masked Random Noise for Communication Efficient Federated Learningby Shiwei Li, Yingyi Cheng, Haozhao Wang, Xing…
Federated Learning Architectures: A Performance Evaluation with Crop Yield Prediction Applicationby Anwesha Mukherjee, Rajkumar BuyyaFirst…
Mitigating Malicious Attacks in Federated Learning via Confidence-aware Defenseby Qilei Li, Ahmed M. AbdelmoniemFirst submitted…
Strategic Federated Learning: Application to Smart Meter Data Clusteringby Hassan Mohamad, Chao Zhang, Samson Lasaulce,…
Personalized Federated Learning on Heterogeneous and Long-Tailed Data via Expert Collaborative Learningby Fengling Lv, Xinyi…
Joint Model Pruning and Resource Allocation for Wireless Time-triggered Federated Learningby Xinlu Zhang, Yansha Deng,…
TreeCSS: An Efficient Framework for Vertical Federated Learningby Qinbo Zhang, Xiao Yan, Yukai Ding, Quanqing…