FedDC: Federated Learning with Non-IID Data via Local Drift Decoupling and Correction.
Liang GaoHuazhu FuLi LiYingwen ChenMing XuCheng-Zhong XuPublished in: CoRR (2022)
Keyphrases
- data sources
- data sets
- learning algorithm
- high quality
- data analysis
- prior knowledge
- data collection
- synthetic data
- input data
- data distribution
- image data
- small number
- data processing
- distributed data
- experimental data
- human experts
- data quality
- online learning
- data points
- end users
- reinforcement learning
- dimensionality reduction
- statistical analysis
- high dimensional data
- knowledge discovery
- spatial data
- learning tasks
- probabilistic model
- raw data
- learning models
- hidden variables
- database