Robust Heterogeneous Federated Learning via Data-Free Knowledge Amalgamation.
Jun MaZheng FanChaoyu FanQi KangPublished in: ICSI (2024)
Keyphrases
- prior knowledge
- background knowledge
- raw data
- knowledge acquisition
- data collection
- data sets
- data analysis
- learning process
- training data
- database
- knowledge discovery
- human experts
- learning algorithm
- image data
- learning systems
- high quality
- data mining techniques
- synthetic data
- domain experts
- data sources
- domain knowledge
- expert knowledge
- heterogeneous data
- prior domain knowledge
- active learning
- data structure
- online learning
- input data
- knowledge management
- knowledge representation
- probability distribution
- expert systems
- data quality
- databases
- learned knowledge
- heterogeneous sources
- knowledge base
- distributed data
- bayesian networks
- missing data
- semi supervised
- data processing