Boosting Client Selection of Federated Learning under Device and Data Heterogeneity.
Shuaijun ChenOmid TavallaieMichael Henri HambaliSeid Miad ZandaviHamed HaddadiSong GuoAlbert Y. ZomayaPublished in: CoRR (2023)
Keyphrases
- background knowledge
- learning algorithm
- data analysis
- learning models
- prior knowledge
- data collection
- knowledge discovery
- high quality
- data acquisition
- data sources
- synthetic data
- data sets
- active learning
- probability distribution
- training data
- data distribution
- distributed data
- raw data
- distributed systems
- spatial data
- knowledge acquisition
- data processing
- database
- data streams
- data structure
- online learning
- xml documents
- human experts
- bayesian methods
- machine learning
- remote server