FedKD: Communication Efficient Federated Learning via Knowledge Distillation.
Chuhan WuFangzhao WuRuixuan LiuLingjuan LyuYongfeng HuangXing XiePublished in: CoRR (2021)
Keyphrases
- learning systems
- learning algorithm
- knowledge transfer
- knowledge acquisition
- prior knowledge
- learning process
- human experts
- learned knowledge
- domain knowledge
- supervised learning
- reinforcement learning
- effective learning
- knowledge level
- background knowledge
- procedural knowledge
- learning problems
- solving problems
- knowledge base
- mutual understanding
- human computer
- knowledge creation
- machine learning
- conceptual understanding
- learning content
- learning scenarios
- learning tasks
- domain experts
- unsupervised learning
- knowledge based systems
- learning activities
- online learning
- distributed systems
- multi agent
- decision trees