FedProc: Prototypical Contrastive Federated Learning on Non-IID data.
Xutong MuYulong ShenKe ChengXueli GengJiaxuan FuTao ZhangZhiwei ZhangPublished in: CoRR (2021)
Keyphrases
- data sets
- prior knowledge
- background knowledge
- data sources
- database
- training data
- image data
- data analysis
- statistical analysis
- data distribution
- original data
- human experts
- raw data
- learning models
- spatial data
- data collection
- data processing
- small number
- knowledge discovery
- probability distribution
- data quality
- learning process
- learning tasks
- noisy data
- inductive inference
- distributed data
- sensor data
- synthetic data
- online learning
- input data
- data mining techniques
- supervised learning
- data points
- active learning
- xml documents
- learning algorithm
- data mining
- databases