A state-of-the-art survey on solving non-IID data in Federated Learning.
Xiaodong MaJia ZhuZhihao LinShanxuan ChenYangjie QinPublished in: Future Gener. Comput. Syst. (2022)
Keyphrases
- data sets
- prior knowledge
- statistical analysis
- data processing
- knowledge discovery
- learning process
- data analysis
- data structure
- high quality
- synthetic data
- learning systems
- data sources
- database
- data collection
- network structure
- raw data
- solving problems
- image data
- data points
- training data
- decision trees
- input data
- small number
- training examples
- association rules
- learning tasks
- human experts
- learning algorithm
- original data
- noisy data
- databases