Byzantine-robust variance-reduced federated learning over distributed non-i.i.d. data.
Jie PengZhaoxian WuQing LingTianyi ChenPublished in: Inf. Sci. (2022)
Keyphrases
- data sets
- distributed data
- learning systems
- data analysis
- prior knowledge
- data processing
- synthetic data
- learning process
- data collection
- online learning
- data transfer
- database
- raw data
- data distribution
- statistical analysis
- computer systems
- data sources
- high quality
- learning algorithm
- input data
- image data
- cooperative
- reinforcement learning
- experimental data
- training data
- probability distribution
- end users
- digital libraries
- human experts
- bayesian methods
- database systems