Data Heterogeneity-Robust Federated Learning via Group Client Selection in Industrial IoT.
Zonghang LiYihong HeHongfang YuJiawen KangXiaoping LiZenglin XuDusit NiyatoPublished in: IEEE Internet Things J. (2022)
Keyphrases
- data sets
- data collection
- training data
- prior knowledge
- image data
- database
- data quality
- data sources
- distributed data
- data analysis
- learning tasks
- learning systems
- synthetic data
- data processing
- hidden variables
- original data
- raw data
- central server
- knowledge acquisition
- high quality
- neural network
- supervised learning
- active learning
- background knowledge
- learning process
- data structure
- learning algorithm
- big data
- machine learning
- databases