Towards Flexible Device Participation in Federated Learning for Non-IID Data.
Yichen RuanXiaoxi ZhangShu-Che LiangCarlee Joe-WongPublished in: CoRR (2020)
Keyphrases
- data sets
- synthetic data
- data analysis
- prior knowledge
- data collection
- data processing
- database
- data structure
- data sources
- knowledge discovery
- learning tasks
- background knowledge
- image data
- learning process
- training data
- high quality
- distributed data
- original data
- learning algorithm
- missing data
- end users
- supervised learning
- probability distribution
- computer systems
- reinforcement learning
- learning systems
- mobile devices
- data mining techniques
- sensor data
- active learning
- data quality