Leveraging unlabeled data to predict out-of-distribution performance

Saurabh Garg, Sivaraman Balakrishnan, Zachary Chase Lipton, Behnam Neyshabur, Hanie Sedghi. Leveraging unlabeled data to predict out-of-distribution performance. In The Tenth International Conference on Learning Representations, ICLR 2022, Virtual Event, April 25-29, 2022. OpenReview.net, 2022. [doi]

@inproceedings{GargBLNS22,
  title = {Leveraging unlabeled data to predict out-of-distribution performance},
  author = {Saurabh Garg and Sivaraman Balakrishnan and Zachary Chase Lipton and Behnam Neyshabur and Hanie Sedghi},
  year = {2022},
  url = {https://openreview.net/forum?id=o_HsiMPYh_x},
  researchr = {https://researchr.org/publication/GargBLNS22},
  cites = {0},
  citedby = {0},
  booktitle = {The Tenth International Conference on Learning Representations, ICLR 2022, Virtual Event, April 25-29, 2022},
  publisher = {OpenReview.net},
}