Federated Learning with GAN-based Data Synthesis for Non-IID Clients.
Zijian LiJiawei ShaoYuyi MaoJessie Hui WangJun ZhangPublished in: CoRR (2022)
Keyphrases
- data sets
- prior knowledge
- data sources
- learning systems
- high quality
- training data
- distributed data
- data analysis
- image data
- learning algorithm
- data processing
- raw data
- learning process
- data structure
- neural network
- learned models
- hidden variables
- learning models
- database
- background knowledge
- synthetic data
- statistical analysis
- data collection
- knowledge acquisition
- online learning
- data mining techniques
- supervised learning
- small number
- data points
- end users
- digital libraries
- data streams