Richard M. Stern

The Value of Corrective Feedback in the Online Active Learning Paradigm

2025 · IEEE Transactions on Pattern Analysis and Machine Intelligence

Online Active Learning (OAL) is a powerful tool for classifying evolving data streams using limited annotations from a human operator who is a domain expert. The objective of the OAL learning paradigm is to minimize …