FedOBD: Opportunistic Block Dropout for Efficiently Training Large-scale Neural Networks through Federated Learning.
Yuanyuan ChenZichen ChenPengcheng WuHan YuPublished in: IJCAI (2023)
Keyphrases
- neural network
- learning process
- feedforward neural networks
- supervised learning
- learning algorithm
- training process
- active learning
- learning systems
- online learning
- real world
- error back propagation
- small scale
- genetic algorithm
- training set
- learning tasks
- learning problems
- learning stage
- feed forward
- neural nets
- learning speed
- computer software
- inductive inference
- learning rules
- radial basis function network
- training algorithm
- skill acquisition
- backpropagation algorithm
- recurrent networks
- reinforcement learning
- learning machines
- distributed systems
- digital libraries
- neural network model
- support vector machine
- back propagation
- training samples
- knowledge acquisition