Distribution-Regularized Federated Learning on Non-IID Data.
Yansheng WangYongxin TongZimu ZhouRuisheng ZhangSinno Jialin PanLixin FanQiang YangPublished in: ICDE (2023)
Keyphrases
- computer systems
- data collection
- probability distribution
- data distribution
- data sources
- learning algorithm
- data analysis
- bayesian methods
- learning systems
- data processing
- raw data
- hidden variables
- end users
- distributed systems
- data structure
- knowledge acquisition
- high quality
- data sets
- statistical analysis
- original data
- learning tasks
- test data
- distributed data
- sensor data
- uniformly distributed
- background knowledge
- synthetic data
- unsupervised learning
- online learning
- small number
- knowledge discovery
- active learning
- prior knowledge
- learning process
- training data
- data mining