Detecting Concept Drift in Neural Networks Using Chi-squared Goodness of Fit Testing

Jacob Glenn Ayers, Buvaneswari A. Ramanan, Manzoor A. Khan

As the adoption of deep learning models has grown beyond human capacity for verification, meta-algorithms are needed to ensure reliable model inference. Concept drift detection is…