How Valuable Is Your Data? Optimizing Device Recruitment in Federated Learning.
Yichen RuanXiaoxi ZhangCarlee Joe-WongPublished in: WiOpt (2021)
Keyphrases
- data sets
- data sources
- prior knowledge
- learning algorithm
- data collection
- small number
- data analysis
- synthetic data
- knowledge discovery
- data processing
- distributed data
- data quality
- data acquisition
- experimental data
- statistical analysis
- input data
- reinforcement learning
- data structure
- learning models
- learning tasks
- learning systems
- missing data
- metadata
- data distribution
- end users
- databases
- human experts
- raw data
- original data
- noisy data
- digital libraries
- computer systems
- database