Towards Fast and Accurate Federated Learning with Non-IID Data for Cloud-Based IoT Applications.
Tian LiuJiahao DingTing WangMiao PanMingsong ChenPublished in: J. Circuits Syst. Comput. (2022)
Keyphrases
- big data
- high quality
- data sources
- learning algorithm
- database
- data sets
- data collection
- data analysis
- statistical analysis
- learning process
- cloud computing
- prior knowledge
- digital libraries
- probability distribution
- hidden variables
- data processing
- accurate models
- background knowledge
- sensor data
- data distribution
- learning tasks
- raw data
- original data
- learning systems
- synthetic data
- online learning
- supervised learning
- end users
- data structure
- training data
- image data
- human experts
- active learning
- multimedia