Protecting Publicly Available Data With Machine Learning Shortcuts

Nicolas M. Müller, Maximilian Burgert, Pascal Debus +3

Machine-learning (ML) shortcuts or spurious correlations are artifacts in datasets that lead to very good training and test performance but severely limit the model's generalizatio…