RATT: Leveraging Unlabeled Data to Guarantee Generalization

Saurabh Garg, Sivaraman Balakrishnan, J. Zico Kolter, Zachary Lipton. RATT: Leveraging Unlabeled Data to Guarantee Generalization. In Marina Meila, Tong Zhang 0001, editors, Proceedings of the 38th International Conference on Machine Learning, ICML 2021, 18-24 July 2021, Virtual Event. Volume 139 of Proceedings of Machine Learning Research, pages 3598-3609, PMLR, 2021. [doi]

@inproceedings{GargBKL21,
  title = {RATT: Leveraging Unlabeled Data to Guarantee Generalization},
  author = {Saurabh Garg and Sivaraman Balakrishnan and J. Zico Kolter and Zachary Lipton},
  year = {2021},
  url = {http://proceedings.mlr.press/v139/garg21a.html},
  researchr = {https://researchr.org/publication/GargBKL21},
  cites = {0},
  citedby = {0},
  pages = {3598-3609},
  booktitle = {Proceedings of the 38th International Conference on Machine Learning, ICML 2021, 18-24 July 2021, Virtual Event},
  editor = {Marina Meila and Tong Zhang 0001},
  volume = {139},
  series = {Proceedings of Machine Learning Research},
  publisher = {PMLR},
}