FedCM: A Real-time Contribution Measurement Method for Participants in Federated Learning.
Bingjie YanBoyi LiuLujia WangYize ZhouZhixuan LiangMing LiuCheng-Zhong XuPublished in: IJCNN (2021)
Keyphrases
- real time
- significant improvement
- prior knowledge
- learning algorithm
- neural nets
- learning process
- computational cost
- learning scheme
- preprocessing
- high precision
- learning systems
- detection method
- unsupervised learning
- data acquisition
- machine learning
- classification method
- synthetic data
- classification accuracy
- probabilistic model
- experimental evaluation
- dynamic programming
- computational complexity
- objective function
- high accuracy
- support vector machine
- clustering method
- mobile learning
- cost function
- pairwise
- undergraduate students