Handling Data Heterogeneity in Federated Learning via Knowledge Fusion.
Xu ZhouXinyu LeiCong YangYichun ShiXiao ZhangJingwen ShiPublished in: CoRR (2022)
Keyphrases
- prior knowledge
- raw data
- learning systems
- background knowledge
- knowledge acquisition
- database
- data sets
- human experts
- data sources
- high quality
- domain knowledge
- data points
- domain experts
- knowledge discovery
- learning algorithm
- data processing
- learning tasks
- learning models
- high dimensional data
- data collection
- distributed systems
- knowledge management
- image data
- knowledge representation
- probability distribution
- training data
- data mining techniques
- computer systems
- synthetic data
- missing data
- expert systems
- data analysis
- decision trees
- prior domain knowledge
- enormous amounts