Shortcut to Nowhere: Demystifying Deep Spurious Regression

Guanrong Xu, Jessica Li, Hao Wang +1

Real-world regression often exhibits shortcuts: attributes that are spuriously correlated with continuous targets in training, yet unreliable under deployment shifts; regressing ta…