Improving Knowledge Distillation for Federated Learning on Non-IID Data.
Zongyi ChenSanchuan GuoLiyan ShenXi ZhangZhuonan ChangPublished in: BigData (2023)
Keyphrases
- prior knowledge
- data sets
- data sources
- data collection
- background knowledge
- learning algorithm
- data processing
- learning systems
- database
- image data
- knowledge discovery
- data analysis
- data structure
- training data
- learning process
- original data
- raw data
- input data
- prior domain knowledge
- data quality
- knowledge acquisition
- synthetic data
- databases
- statistical analysis
- expert knowledge
- learning tasks
- data distribution
- concept maps
- knowledge base
- reinforcement learning
- domain knowledge
- enormous amounts
- machine learning
- information resources
- knowledge transfer
- human experts
- domain experts
- data mining techniques
- active learning
- expert systems