Improving Federated Learning With Quality-Aware User Incentive and Auto-Weighted Model Aggregation - Deng, Yongheng; Lyu, Feng; Ren, Ju; Chen, Yi-Chao; Yang, Peng; Zhou, Yuezhi; Zhang, Yaoxue (IEEE transactions on parallel and distributed systems, 2022)
Keywords: Agglomeration; Algorithms; Cognitive tasks; Collaborative work; Computational modeling; Data models; Edge computing; Electronic devices; Federated learning; incentive mechanism; learning quality; mobile computing; model aggregation; Nodes; Privacy; Resource management; Skewed distributions; Task analysis; Training; Training data