GradMFL: Gradient Memory-Based Federated Learning for Hierarchical Knowledge Transferring Over Non-IID Data.
Guanghui TongGaolei LiJun WuJianhua LiPublished in: ICA3PP (1) (2021)
Keyphrases
- prior knowledge
- background knowledge
- raw data
- human experts
- data sources
- learning systems
- data sets
- previously learned
- knowledge discovery
- data mining techniques
- knowledge acquisition
- data analysis
- domain knowledge
- learning tasks
- domain experts
- multiple sources
- prior domain knowledge
- database
- data collection
- data processing
- unsupervised learning
- high quality
- learning process
- data structure
- knowledge base
- subject matter
- organizational learning
- distributed data
- knowledge transfer
- learning models
- concept maps
- data quality
- end users
- image data
- hierarchical structure
- supervised learning