Prophet: Proactive Candidate-Selection for Federated Learning by Predicting the Qualities of Training and Reporting Phases.
Huawei HuangKangying LinSong GuoPan ZhouZibin ZhengPublished in: CoRR (2020)
Keyphrases
- online learning
- learning algorithm
- supervised learning
- machine learning
- learning systems
- training process
- learning process
- incremental learning
- learning tasks
- feedforward neural networks
- reinforcement learning
- inductive inference
- learning scheme
- learning objects
- training phase
- structured prediction
- learning stage
- learning analytics
- data sets
- active learning
- prior knowledge
- feature space
- data analysis
- genetic algorithm
- neural network