Empirical Inference Conference Paper 2025

Accuracy on the wrong line: On the pitfalls of noisy data for out-of-distribution generalisation

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Empirical Inference
  • Doctoral Researcher
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Empirical Inference
  • Director

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}
}