Right for the Wrong Reason: Can Interpretable ML Techniques Detect Spurious Correlations?

Susu Sun, Lisa M. Koch, Christian F. Baumgartner

While deep neural network models offer unmatched classification performance, they are prone to learning spurious correlations in the data. Such dependencies on confounding informat…