Federated learning on non-IID data: A survey.
Hangyu ZhuJinjin XuShiqing LiuYaochu JinPublished in: Neurocomputing (2021)
Keyphrases
- data sets
- data sources
- learning models
- prior knowledge
- distributed data
- original data
- data processing
- data analysis
- learning algorithm
- learning process
- experimental data
- active learning
- background knowledge
- end users
- database
- data distribution
- data structure
- statistical analysis
- inductive inference
- training data
- high quality
- reinforcement learning
- bayesian methods
- machine learning
- learning systems
- data quality
- missing data
- decision trees
- small number
- digital libraries