Federated Learning on Non-IID Data Silos: An Experimental Study.
Qinbin LiYiqun DiaoQuan ChenBingsheng HePublished in: CoRR (2021)
Keyphrases
- prior knowledge
- training data
- high quality
- data analysis
- online learning
- data sets
- distributed data
- raw data
- synthetic data
- data collection
- probability distribution
- data sources
- active learning
- reinforcement learning
- learning algorithm
- image data
- input data
- sensor data
- data quality
- database
- end users
- distributed systems
- knowledge acquisition
- unsupervised learning
- background knowledge
- original data
- data objects