Supplement data in federated learning with a generator transparent to clients.
Xiaoya WangTianqing ZhuWanlei ZhouPublished in: Inf. Sci. (2024)
Keyphrases
- data sets
- data sources
- raw data
- data collection
- image data
- learning systems
- prior knowledge
- data analysis
- spatial data
- learning models
- synthetic data
- data processing
- supervised learning
- knowledge acquisition
- background knowledge
- knowledge discovery
- hidden variables
- learning process
- data structure
- reinforcement learning
- high quality
- training data
- database systems
- feature selection
- learning algorithm
- machine learning
- central server
- learned models
- data quality
- human experts
- data distribution
- high dimensional data
- unsupervised learning
- small number
- data points
- probability distribution
- end users
- search engine