Expert-Driven Monitoring of Operational ML Models

Joran Leest, Claudia Raibulet, Ilias Gerostathopoulos +1

We propose Expert Monitoring, an approach that leverages domain expertise to enhance the detection and mitigation of concept drift in machine learning (ML) models. Our approach sup…