martFL: Enabling Utility-Driven Data Marketplace with a Robust and Verifiable Federated Learning Architecture.
Qi LiZhuotao LiuQi LiKe XuPublished in: CoRR (2023)
Keyphrases
- data sets
- data sources
- training data
- high quality
- data analysis
- real time
- original data
- raw data
- experimental data
- prior knowledge
- data collection
- data processing
- knowledge acquisition
- learning models
- human experts
- learning algorithm
- learning process
- data mining techniques
- input data
- active learning
- neural network
- high dimensional data
- synthetic data
- learning systems
- background knowledge
- data quality
- bayesian methods
- reinforcement learning
- learning tasks
- multimedia data
- utility function
- data distribution
- xml documents
- computer systems
- database