AMUSE: Adaptive Model Updating using a Simulated Environment

Louis Chislett, Catalina A. Vallejos, Timothy I. Cannings +1

Prediction models frequently face the challenge of concept drift, in which the underlying data distribution changes over time, weakening performance. Examples can include models wh…