ZeroFL: Efficient On-Device Training for Federated Learning with Local Sparsity.
Xinchi QiuJavier Fernández-MarquésPedro Porto Buarque de GusmãoYan GaoTitouan ParcolletNicholas Donald LanePublished in: CoRR (2022)
Keyphrases
- learning algorithm
- online learning
- learning process
- learning speed
- supervised learning
- learning tasks
- skill acquisition
- training phase
- reinforcement learning
- high dimensional
- learning analytics
- feed forward neural networks
- unsupervised learning
- learning phase
- positive examples
- deep architectures
- computer software
- learning stage
- motor skills
- data sets
- training process
- learning community
- learning scenarios
- mobile learning
- knowledge acquisition
- hidden markov models
- active learning
- prior knowledge
- decision trees
- machine learning