Ensemble Active Learning by Contextual Bandits for AI Incubation in Manufacturing

Yingyan Zeng, Xiaoyu Chen, Ran Jin

It is challenging but important to save annotation efforts in streaming data acquisition to maintain data quality for supervised learning base learners. We propose an ensemble acti…