Identifying Predictions That Influence the Future: Detecting Performative Concept Drift in Data Streams

Brandon Gower-Winter, Georg Krempl, Sergey Dragomiretskiy +2

Concept Drift has been extensively studied within the context of Stream Learning. However, it is often assumed that the deployed model's predictions play no role in the concept dri…