Training Heterogeneous Client Models using Knowledge Distillation in Serverless Federated Learning.
Mohak ChadhaPulkit KheraJianfeng GuOsama AbboudMichael GerndtPublished in: CoRR (2024)
Keyphrases
- prior knowledge
- learning systems
- knowledge acquisition
- structured prediction
- supervised learning
- deep architectures
- knowledge management
- probabilistic model
- expert systems
- learned knowledge
- online learning
- background knowledge
- accurate models
- effective learning
- skill acquisition
- feedforward neural networks
- learning algorithm
- learning scenarios
- active learning
- machine learning algorithms
- neural network
- digital libraries
- knowledge representation
- knowledge discovery
- radial basis function network
- generative model
- complex domains
- knowledge sharing
- qualitative models
- knowledge level
- hidden variables
- knowledge transfer
- serious games
- learning models
- mobile learning
- learning tasks