MAGDiff: Covariate Data Set Shift Detection via Activation Graphs of Deep Neural Networks

Charles Arnal, Felix Hensel, Mathieu Carrière +4

Despite their successful application to a variety of tasks, neural networks remain limited, like other machine learning methods, by their sensitivity to shifts in the data: their p…