FedMix: Boosting with Data Mixture for Vertical Federated Learning.
Yihang ChengLan ZhangJunyang WangXiaokai ChuDongbo HuangLan XuPublished in: ICDE (2024)
Keyphrases
- data sets
- data processing
- learning algorithm
- data sources
- prior knowledge
- data collection
- active learning
- knowledge discovery
- background knowledge
- online learning
- data analysis
- learned models
- learning models
- bayesian methods
- data quality
- raw data
- data mining
- reinforcement learning
- knowledge acquisition
- labeled data
- training samples
- multi class
- human experts
- image data
- noisy data
- data points
- ensemble learning
- training data
- distributed data
- feature selection
- noise tolerant