Virtual Homogeneity Learning: Defending against Data Heterogeneity in Federated Learning.
Zhenheng TangYonggang ZhangShaohuai ShiXin HeBo HanXiaowen ChuPublished in: ICML (2022)
Keyphrases
- learning process
- prior knowledge
- synthetic data
- data sets
- learning algorithm
- database
- experimental data
- data quality
- human experts
- learning systems
- knowledge acquisition
- data processing
- supervised learning
- data collection
- unsupervised learning
- small number
- active learning
- privacy preserving
- mobile devices
- learning tasks
- feature selection
- social networks