Data-Free Evaluation of User Contributions in Federated Learning.
Hongtao LvZhenzhe ZhengTie LuoFan WuShaojie TangLifeng HuaRongfei JiaChengfei LvPublished in: WiOpt (2021)
Keyphrases
- data sets
- data processing
- end users
- data sources
- data structure
- learning algorithm
- distributed data
- learning systems
- data collection
- user defined
- data distribution
- image data
- probability distribution
- high quality
- prior knowledge
- feature selection
- learning models
- active learning
- original data
- user interface
- data analysis
- computer systems
- statistical analysis
- spatial data
- user input
- log data
- log files
- sensor data
- labeled data
- knowledge acquisition
- data mining techniques
- knowledge discovery
- data points
- learning environment
- reinforcement learning
- bayesian networks