Federated Learning on Non-IID Data: A Survey.
Hangyu ZhuJinjin XuShiqing LiuYaochu JinPublished in: CoRR (2021)
Keyphrases
- data sets
- prior knowledge
- online learning
- data sources
- data points
- training data
- synthetic data
- active learning
- data collection
- statistical analysis
- original data
- data analysis
- experimental data
- human experts
- input data
- background knowledge
- learned models
- sensor data
- data distribution
- data objects
- data processing
- database
- databases
- supervised learning
- data mining
- learning process
- data structure
- machine learning
- reinforcement learning
- learning algorithm
- high quality
- inductive inference
- raw data
- network structure
- metadata
- database systems
- data mining techniques
- missing data
- computer systems
- xml documents
- distributed systems