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]

@inproceedings{FangL0D0022,
  title = {Is Out-of-Distribution Detection Learnable?},
  author = {Zhen Fang and Yixuan Li and Jie Lu 0001 and Jiahua Dong and Bo Han 0003 and Feng Liu 0003},
  year = {2022},
  url = {http://papers.nips.cc/paper_files/paper/2022/hash/f0e91b1314fa5eabf1d7ef6d1561ecec-Abstract-Conference.html},
  researchr = {https://researchr.org/publication/FangL0D0022},
  cites = {0},
  citedby = {0},
  booktitle = {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},
  editor = {Sanmi Koyejo and S. Mohamed and A. Agarwal and Danielle Belgrave and K. Cho and A. Oh},
  isbn = {9781713871088},
}