A Review of Solving Non-IID Data in Federated Learning: Current Status and Future Directions.
Wenhai LuJieren ChengXiulai LiJi HePublished in: IAIC (1) (2023)
Keyphrases
- learning algorithm
- data collection
- data sources
- synthetic data
- data analysis
- data structure
- high dimensional data
- prior knowledge
- learning process
- training data
- knowledge discovery
- learning models
- data quality
- data distribution
- experimental data
- data sets
- digital libraries
- distributed data
- raw data
- human experts
- spatial data
- unsupervised learning
- high quality
- online learning
- image data
- training examples
- statistical analysis
- background knowledge
- sensor data
- knowledge acquisition
- data mining techniques
- supervised learning
- original data
- small number
- probability distribution
- learned models