Deceptive Risk Minimization: Out-of-Distribution Generalization by Deceiving Distribution Shift Detectors

Anirudha Majumdar

This paper proposes deception as a mechanism for out-of-distribution (OOD) generalization: by learning data representations that make training data appear independent and identical…