Federated Dynamic Sparse Training: Computing Less, Communicating Less, Yet Learning Better.
Sameer BibikarHaris VikaloZhangyang WangXiaohan ChenPublished in: AAAI (2022)
Keyphrases
- supervised learning
- online learning
- learning tasks
- learning algorithm
- structured prediction
- learning process
- prior knowledge
- reinforcement learning
- dictionary learning
- active learning
- learning systems
- online training
- feedforward neural networks
- sparse data
- inductive inference
- learning community
- learning speed
- e learning
- neural network
- data sets
- computer based training
- training phase
- incremental learning
- mobile learning
- high dimensional