Performative Drift Resistant Classification Using Generative Domain Adversarial Networks

Maciej Makowski, Brandon Gower-Winter, Georg Krempl

Performative Drift is a special type of Concept Drift that occurs when a model's predictions influence the future instances the model will encounter. In these settings, retraining…