Training Heterogeneous Client Models using Knowledge Distillation in Serverless Federated Learning.
Mohak ChadhaPulkit KheraJianfeng GuOsama AbboudMichael GerndtPublished in: SAC (2024)
Keyphrases
- prior knowledge
- structured prediction
- learning systems
- knowledge acquisition
- supervised learning
- learning algorithm
- online learning
- learning models
- training process
- computer based training
- previously learned
- accurate models
- machine learning
- background knowledge
- learning process
- knowledge discovery
- domain knowledge
- training set
- knowledge transfer
- learning rules
- learning machines
- learning speed
- learned knowledge
- reinforcement learning
- digital libraries
- cognitive models
- feedforward neural networks
- online training
- knowledge base
- domain experts
- mental representations
- acquire knowledge
- expert systems
- computer software
- procedural knowledge
- subject matter
- complex domains
- knowledge level
- artificial neural networks
- model selection