Federated Learning With Non-IID Data: A Survey.
Zili LuHeng PanYueyue DaiXueming SiYan ZhangPublished in: IEEE Internet Things J. (2024)
Keyphrases
- data sets
- data sources
- data collection
- data processing
- distributed data
- raw data
- experimental data
- learning systems
- synthetic data
- statistical analysis
- computer systems
- small number
- data points
- image data
- prior knowledge
- original data
- data analysis
- training data
- learning models
- learning process
- active learning
- high quality
- database
- databases
- human experts
- learning algorithm
- spatial data
- background knowledge
- missing data
- decision trees
- digital libraries
- knowledge acquisition
- online learning
- data mining techniques
- end users