Adaptive Federated Learning on Non-IID Data With Resource Constraint.
Jie ZhangSong GuoZhihao QuDeze ZengYufeng ZhanQifeng LiuRajendra AkerkarPublished in: IEEE Trans. Computers (2022)
Keyphrases
- data sets
- data analysis
- learning models
- data collection
- prior knowledge
- data sources
- image data
- data quality
- learning systems
- data structure
- database
- supervised learning
- human experts
- statistical analysis
- data processing
- online learning
- data points
- small number
- reinforcement learning
- neural network
- training data
- machine learning
- resource constraints
- adaptive learning
- information resources
- learning algorithm
- experimental data
- resource allocation
- spatial data
- sensor data
- labeled data
- high quality
- learning process