Improving Accuracy and Convergence in Group-Based Federated Learning on Non-IID Data.
Ziqi HeLei YangWanyu LinWeigang WuPublished in: IEEE Trans. Netw. Sci. Eng. (2023)
Keyphrases
- data sets
- prior knowledge
- learning algorithm
- high quality
- distributed data
- raw data
- experimental data
- statistical analysis
- data analysis
- learning process
- database
- data reduction
- learning tasks
- training data
- background knowledge
- data structure
- high accuracy
- image data
- data points
- high dimensional
- small number
- active learning
- original data
- data sources
- knowledge discovery
- computer systems
- data collection
- data processing
- privacy preserving
- sensor data
- spatial data
- end users
- decision trees
- data mining techniques
- supervised learning