A Real-time Contribution Measurement Method for Participants in Federated Learning.
Boyi LiuBingjie YanYize ZhouJun WangLi LiuYuhan ZhangXiaolan NiePublished in: CoRR (2020)
Keyphrases
- real time
- cost function
- neural network
- learning scheme
- experimental evaluation
- dynamic programming
- learning process
- pairwise
- detection method
- synthetic data
- prior knowledge
- computational complexity
- similarity measure
- high accuracy
- em algorithm
- support vector machine svm
- clustering method
- learning mechanism
- university students
- high precision
- learning experience
- learning systems
- detection algorithm
- supervised learning
- data sources
- computational cost
- significant improvement
- evolutionary algorithm