Is Out-of-Distribution Detection Learnable?

Zhen Fang, Yixuan Li, Jie Lu 0001, Jiahua Dong, Bo Han 0003, Feng Liu 0003. Is Out-of-Distribution Detection Learnable?. In Sanmi Koyejo, S. Mohamed, A. Agarwal, Danielle Belgrave, K. Cho, A. Oh, editors, Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, NeurIPS 2022, New Orleans, LA, USA, November 28 - December 9, 2022. 2022. [doi]

Abstract

Abstract is missing.