FedProc: Prototypical contrastive federated learning on non-IID data.
Xutong MuYulong ShenKe ChengXueli GengJiaxuan FuTao ZhangZhiwei ZhangPublished in: Future Gener. Comput. Syst. (2023)
Keyphrases
- data sets
- raw data
- image data
- data sources
- data processing
- original data
- human experts
- learning tasks
- prior knowledge
- learning process
- background knowledge
- data points
- knowledge discovery
- data collection
- supervised learning
- bayesian methods
- database
- knowledge acquisition
- training data
- experimental data
- data structure
- distributed data
- data analysis
- inductive inference
- hidden variables
- learned models
- learning models
- data quality
- missing data
- neural network
- high quality
- reinforcement learning
- statistical analysis
- unsupervised learning
- online learning
- probability distribution
- active learning