An Adaptive Sampling Framework for Detecting Localized Concept Drift under Label Scarcity

Junghee Pyeon, Davide Cacciarelli, Kamran Paynabar

Concept drift and label scarcity are two critical challenges limiting the robustness of predictive models in dynamic industrial environments. Existing drift detection methods often…