Adversarially Robust Models may not Transfer Better: Sufficient Conditions for Domain Transferability from the View of Regularization

no code implementations • 3 Feb 2022 • Xiaojun Xu, Jacky Yibo Zhang, Evelyn Ma, Danny Son, Oluwasanmi Koyejo, Bo Li

We propose a general theoretical framework proving that factors involving the model function class regularization are sufficient conditions for relative domain transferability.

Domain Generalization