FedPrune: Personalized and Communication-Efficient Federated Learning on Non-IID Data.
Yang LiuYi ZhaoGuangmeng ZhouKe XuPublished in: ICONIP (5) (2021)
Keyphrases
- data sets
- data sources
- data collection
- experimental data
- data analysis
- prior knowledge
- learning systems
- high quality
- data points
- database
- reinforcement learning
- data structure
- data acquisition
- learning process
- raw data
- synthetic data
- original data
- data processing
- data distribution
- data mining techniques
- image data
- learning algorithm
- probability distribution
- e learning
- online learning
- training data
- sensor data
- learned models
- data quality
- data mining
- human experts
- learning environment
- spatial data
- background knowledge
- active learning
- user profiles
- labeled data
- statistical analysis
- supervised learning