Online Federated Learning via Non-Stationary Detection and Adaptation Amidst Concept Drift.
Bhargav GangulyVaneet AggarwalPublished in: IEEE/ACM Trans. Netw. (2024)
Keyphrases
- non stationary
- concept drift
- batch learning
- learning algorithm
- drifting concepts
- concept descriptions
- learning process
- data streams
- drift detection
- active learning
- supervised learning
- incremental learning
- streaming data
- prior knowledge
- classification algorithm
- learning tasks
- reinforcement learning
- image sequences
- data stream classification
- machine learning