Accelerated Training via Device Similarity in Federated Learning.
Yuanli WangJoel WolfrathNikhil SreekumarDhruv KumarAbhishek ChandraPublished in: EdgeSys@EuroSys (2021)
Keyphrases
- learning algorithm
- supervised learning
- online learning
- training process
- online training
- skill acquisition
- similarity measure
- learning speed
- learning process
- prior knowledge
- active learning
- incremental learning
- knowledge acquisition
- learning phase
- feedforward neural networks
- training phase
- learning analytics
- mobile learning
- training samples
- distance measure
- training set
- decision trees
- feature selection