Communication-Efficient Federated Learning on Non-IID Data Using Two-Step Knowledge Distillation.
Hui WenYue WuJia HuZi WangHancong DuanGeyong MinPublished in: IEEE Internet Things J. (2023)
Keyphrases
- prior knowledge
- data sources
- background knowledge
- raw data
- prior domain knowledge
- data sets
- data processing
- learning algorithm
- data analysis
- domain knowledge
- knowledge acquisition
- learning process
- image data
- digital libraries
- human experts
- data distribution
- knowledge discovery
- knowledge management
- learning systems
- database
- distributed data
- network structure
- knowledge base
- data mining techniques
- data points
- active learning
- data structure
- online learning
- privacy preserving
- knowledge representation
- end users
- reinforcement learning
- databases
- data quality
- knowledge transfer
- organizational learning
- knowledge creation
- acquire knowledge