Safe: Synergic Data Filtering for Federated Learning in Cloud-Edge Computing.
Xiaolong XuHaoyuan LiZheng LiXiaokang ZhouPublished in: IEEE Trans. Ind. Informatics (2023)
Keyphrases
- data sets
- prior knowledge
- data sources
- data collection
- data distribution
- bayesian methods
- database
- sensor data
- image data
- probability distribution
- learning process
- learning algorithm
- training data
- knowledge discovery
- data mining
- data objects
- background knowledge
- learning systems
- synthetic data
- high quality
- input data
- small number
- cloud computing
- data processing
- online learning
- edge detection
- supervised learning
- human experts
- noisy data
- learning models
- data structure