Detecting Concept Drift With Neural Network Model Uncertainty

Lucas Baier, Tim Schlör, Jakob Schöffer +1

Deployed machine learning models are confronted with the problem of changing data over time, a phenomenon also called concept drift. While existing approaches of concept drift dete…