Optimizing Client and Data Selection in Federated Learning: A Centralized Optimization and Decentralized Game-Theoretic Approach.
Junkun LinJingjing LuoTong WangLin GaoPublished in: GLOBECOM (2023)
Keyphrases
- data sets
- training data
- data sources
- prior knowledge
- learning algorithm
- data analysis
- learning process
- background knowledge
- statistical analysis
- learning systems
- distributed data
- high quality
- data collection
- database
- peer to peer
- learned models
- data processing
- input data
- image data
- data structure
- knowledge acquisition
- probability distribution
- active learning
- xml documents
- mobile devices
- experimental data
- data distribution
- noisy data
- data quality
- machine learning
- previously learned
- central server