Towards Resource-Efficient Edge AI: From Federated Learning to Semi-Supervised Model Personalization - Zhang, Zhaofeng; Yue, Sheng; Zhang, Junshan (IEEE transactions on mobile computing, 2024)
Keywords: Adaptation models; Algorithms; Computational modeling; Constraint modelling; Data models; Device heterogeneity; edge intelligence; Federated learning; Heterogeneity; Internet of Things; Machine learning; Performance evaluation; semi-supervised learning; Servers; Training