Stabilizing and Improving Federated Learning with Non-IID Data and Client Dropout in IoT Systems.
Jian XuMeiling YangWenbo DingShao-Lun HuangPublished in: CoRR (2023)
Keyphrases
- data sets
- learning systems
- data processing
- management system
- data sources
- prior knowledge
- learning process
- learning algorithm
- background knowledge
- distributed data
- high quality
- training data
- high dimensional data
- statistical analysis
- computer systems
- data collection
- spatial data
- image data
- missing data
- synthetic data
- sensor data
- database
- knowledge discovery
- probability distribution
- end users
- data structure
- reinforcement learning
- data distribution
- learned models
- original data
- learning models
- databases
- knowledge acquisition
- neural network
- input data
- supervised learning
- data points
- active learning
- search engine
- data analysis