Virtual Homogeneity Learning: Defending against Data Heterogeneity in Federated Learning.
Zhenheng TangYonggang ZhangShaohuai ShiXin HeBo HanXiaowen ChuPublished in: CoRR (2022)
Keyphrases
- learning process
- online learning
- database
- learning algorithm
- prior knowledge
- databases
- human experts
- learning tasks
- learning systems
- computer systems
- image data
- knowledge discovery
- data sources
- data analysis
- supervised learning
- distributed systems
- active learning
- knowledge acquisition
- data collection
- unsupervised learning
- reinforcement learning
- background knowledge
- experimental data
- high quality
- learning problems
- data mining