Federated Learning with GAN-Based Data Synthesis for Non-IID Clients.
Zijian LiJiawei ShaoYuyi MaoJessie Hui WangJun ZhangPublished in: FL@IJCAI (2022)
Keyphrases
- data sets
- data collection
- data sources
- learning process
- data analysis
- database
- synthetic data
- knowledge discovery
- data quality
- original data
- data points
- high dimensional data
- statistical analysis
- computer systems
- sensor data
- small number
- prior knowledge
- data objects
- human experts
- data structure
- high quality
- learning algorithm
- experimental data
- central server
- data distribution
- image data
- databases
- online learning
- supervised learning
- mobile devices
- digital libraries
- machine learning
- data mining
- neural network