To Store or Not? Online Data Selection for Federated Learning with Limited Storage.
Chen GongZhenzhe ZhengFan WuYunfeng ShaoBingshuai LiGuihai ChenPublished in: WWW (2023)
Keyphrases
- database
- online learning
- data sets
- prior knowledge
- data quality
- data structure
- data analysis
- statistical analysis
- reinforcement learning
- synthetic data
- data points
- image data
- original data
- active learning
- data sources
- high dimensional data
- distributed data
- data distribution
- learning tasks
- raw data
- knowledge discovery
- learning process
- learning algorithm
- databases
- real time
- learning models
- storage space
- efficient storage
- storage systems
- computer systems
- knowledge acquisition
- data processing
- data mining techniques
- probability distribution
- xml documents
- digital libraries