FedDC: Federated Learning with Non-IID Data via Local Drift Decoupling and Correction.
Liang GaoHuazhu FuLi LiYingwen ChenMing XuCheng-Zhong XuPublished in: CVPR (2022)
Keyphrases
- data sets
- data analysis
- statistical analysis
- raw data
- background knowledge
- training data
- learning process
- distributed data
- database
- data sources
- prior knowledge
- learning algorithm
- reinforcement learning
- databases
- human experts
- knowledge discovery
- supervised learning
- data processing
- high quality
- high dimensional data
- learning systems
- image data
- attribute values
- input output
- experimental data
- data distribution
- neural network
- data quality
- learning models
- bayesian methods
- data structure