FedOBD: Opportunistic Block Dropout for Efficiently Training Large-scale Neural Networks through Federated Learning.
Yuanyuan ChenZichen ChenPengcheng WuHan YuPublished in: CoRR (2022)
Keyphrases
- neural network
- learning speed
- feedforward neural networks
- learning algorithm
- error back propagation
- training process
- supervised learning
- training algorithm
- digital libraries
- online learning
- unsupervised learning
- incremental learning
- recurrent networks
- learning process
- feed forward neural networks
- learning rules
- learning capabilities
- inductive inference
- computer based training
- training program
- skill acquisition
- data sources
- knowledge acquisition
- fuzzy logic
- small scale
- neural nets
- feed forward
- learning tasks
- learning systems
- back propagation