Empirical Inference
Conference Paper
2025
Accuracy on the wrong line: On the pitfalls of noisy data for out-of-distribution generalisation
| Author(s): | Sanyal, A. and Hu, Y. and Yu, Y. and Ma, Y. and Wang, Y. and Schölkopf, B. |
| Book Title: | Proceedings of the 28th International Conference on Artificial Intelligence and Statistics (AISTATS) |
| Volume: | 258 |
| Pages: | 2170--2178 |
| Year: | 2025 |
| Month: | May |
| Series: | Proceedings of Machine Learning Research |
| Editors: | Li, Yingzhen and Mandt, Stephan and Agrawal, Shipra and Khan, Emtiyaz |
| Publisher: | PMLR |
| BibTeX Type: | Conference Paper (conference) |
| Event Place: | Phuket, Thailand |
| State: | Published |
| URL: | https://proceedings.mlr.press/v258/sanyal25a.html |
BibTeX
@conference{Sanyaletal25,
title = {Accuracy on the wrong line: On the pitfalls of noisy data for out-of-distribution generalisation},
booktitle = {Proceedings of the 28th International Conference on Artificial Intelligence and Statistics (AISTATS)},
volume = {258},
pages = {2170--2178},
series = {Proceedings of Machine Learning Research},
editors = {Li, Yingzhen and Mandt, Stephan and Agrawal, Shipra and Khan, Emtiyaz},
publisher = {PMLR},
month = may,
year = {2025},
author = {Sanyal, A. and Hu, Y. and Yu, Y. and Ma, Y. and Wang, Y. and Sch{\"o}lkopf, B.},
url = {https://proceedings.mlr.press/v258/sanyal25a.html},
month_numeric = {5}
}