Poster: Verifiable Data Valuation with Strong Fairness in Horizontal Federated Learning.
Ruei-Hau HsuHsuan-Cheng SuYi-An YuPublished in: CCS (2023)
Keyphrases
- data sets
- distributed data
- raw data
- data processing
- data collection
- data analysis
- background knowledge
- learning algorithm
- prior knowledge
- data sources
- supervised learning
- bayesian methods
- active learning
- small number
- learning systems
- statistical analysis
- original data
- image data
- learning process
- data structure
- sensor data
- knowledge acquisition
- human experts
- databases
- noisy data
- database
- network structure
- data distribution
- synthetic data
- machine learning
- high quality
- training data
- database systems