Improving Fairness for Data Valuation in Horizontal Federated Learning.
Zhenan FanHuang FangZirui ZhouJian PeiMichael P. FriedlanderChangxin LiuYong ZhangPublished in: ICDE (2022)
Keyphrases
- data sets
- data sources
- data collection
- prior knowledge
- database
- data analysis
- learning algorithm
- high quality
- input data
- raw data
- data structure
- reinforcement learning
- data quality
- databases
- data processing
- learning tasks
- computer systems
- data distribution
- learning systems
- background knowledge
- unsupervised learning
- inductive inference
- human experts
- missing data
- learning process
- knowledge acquisition
- data mining techniques
- supervised learning
- image data
- probability distribution