Federated Dynamic Sparse Training: Computing Less, Communicating Less, Yet Learning Better.
Sameer BibikarHaris VikaloZhangyang WangXiaohan ChenPublished in: CoRR (2021)
Keyphrases
- supervised learning
- learning algorithm
- feedforward neural networks
- dictionary learning
- learning speed
- unsupervised learning
- online learning
- learning process
- reinforcement learning
- recurrent networks
- knowledge acquisition
- learning systems
- structured prediction
- learning stage
- radial basis function network
- data sets
- sparse data
- online training
- learning machines
- training algorithm
- incremental learning
- learning problems
- learning tasks
- background knowledge
- active learning
- prior knowledge
- decision trees