FedDBL: Communication and Data Efficient Federated Deep-Broad Learning for Histopathological Tissue Classification.
Tianpeng DengYanqi HuangZhenwei ShiJiatai LinQi DouKe ZhaoFang-Fang LiuYu-Mian JiaJin WangBingchao ZhaoChanghong LiangZaiyi LiuXiao-jing GuoGuoqiang HanXin ChenChu HanPublished in: CoRR (2023)
Keyphrases
- tissue classification
- data sets
- data analysis
- database
- data collection
- high quality
- prior knowledge
- data processing
- human experts
- online learning
- image data
- data sources
- original data
- supervised learning
- raw data
- background knowledge
- learning systems
- high dimensional data
- knowledge discovery
- noisy data
- synthetic data
- training data
- learning process
- statistical analysis
- databases
- input data
- data distribution
- data acquisition
- learning tasks
- e learning
- data mining techniques
- xml documents
- active learning
- learning models
- distributed data
- learning algorithm