An Impact Study of Concept Drift in Federated Learning.
Guanhui YangXiaoting ChenTengsen ZhangShuo WangYun YangPublished in: ICDM (2023)
Keyphrases
- concept drift
- learning process
- learning algorithm
- batch learning
- reinforcement learning
- database
- prior knowledge
- concept descriptions
- non stationary
- drifting concepts
- target concept
- knowledge transfer
- inductive learning
- classification algorithm
- unsupervised learning
- supervised learning
- active learning
- machine learning