FedGEMS: Federated Learning of Larger Server Models via Selective Knowledge Fusion.
Sijie ChengJingwen WuYanghua XiaoYang LiuYang LiuPublished in: CoRR (2021)
Keyphrases
- prior knowledge
- learning systems
- learning algorithm
- knowledge acquisition
- learning process
- knowledge transfer
- learning models
- hidden variables
- machine learning
- knowledge base
- accurate models
- learned models
- domain knowledge
- acquire knowledge
- human experts
- learning problems
- online learning
- digital libraries
- knowledge discovery
- mobile learning
- expert systems
- probabilistic model
- website
- previously learned
- learned knowledge
- effective learning
- knowledge level
- organizational learning
- knowledge representation
- multi sensor
- concept maps
- knowledge management
- data fusion