Navigating Shortcuts, Spurious Correlations, and Confounders: From Origins via Detection to Mitigation

David Steinmann, Felix Divo, Maurice Kraus +4

Shortcuts, also described as Clever Hans behavior, spurious correlations, or confounders, present a significant challenge in machine learning and AI, critically affecting model gen…