Towards Model Agnostic Federated Learning Using Knowledge Distillation.
Andrei AfoninSai Praneeth KarimireddyPublished in: ICLR (2022)
Keyphrases
- prior knowledge
- computational model
- conceptual model
- learning process
- knowledge acquisition
- learning algorithm
- learning models
- domain knowledge
- learning systems
- probability distribution
- expert knowledge
- knowledge management
- learning tasks
- reinforcement learning
- learning scheme
- mathematical model
- conceptual framework
- knowledge sharing
- experimental data
- knowledge base
- active learning
- learning mechanism
- learned knowledge
- online learning
- management system
- knowledge transfer
- additional knowledge
- acquire knowledge
- statistical model
- background knowledge
- machine learning
- parameter estimation
- model selection
- probabilistic model
- knowledge discovery