Towards a Theoretical Framework of Out-of-Distribution Generalization

Haotian Ye, Chuanlong Xie, Tianle Cai, Ruichen Li, Zhenguo Li, Liwei Wang 0001. Towards a Theoretical Framework of Out-of-Distribution Generalization. In Marc'Aurelio Ranzato, Alina Beygelzimer, Yann N. Dauphin, Percy Liang, Jennifer Wortman Vaughan, editors, Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, NeurIPS 2021, December 6-14, 2021, virtual. pages 23519-23531, 2021. [doi]

Abstract

Abstract is missing.