Towards Resource-Efficient Edge AI: From Federated Learning to Semi-Supervised Model Personalization.
Zhaofeng ZhangSheng YueJunshan ZhangPublished in: IEEE Trans. Mob. Comput. (2024)
Keyphrases
- learning systems
- learning scheme
- prior knowledge
- probabilistic model
- mathematical model
- computational model
- active learning
- learning process
- expert systems
- probability distribution
- user model
- unsupervised learning
- neural network
- artificial intelligence
- background knowledge
- incremental learning
- learning tasks
- learned models
- user preferences
- supervised learning
- hidden markov models
- objective function
- similarity measure