Online Federated Learning via Non-Stationary Detection and Adaptation amidst Concept Drift.
Bhargav GangulyVaneet AggarwalPublished in: CoRR (2022)
Keyphrases
- non stationary
- concept drift
- batch learning
- drifting concepts
- learning process
- data streams
- concept descriptions
- evolving data streams
- drift detection
- machine learning
- active learning
- supervised learning
- learning tasks
- change point detection
- incremental learning
- inductive learning
- change detection
- image segmentation