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Empirical Inference Conference Paper 2023

Spuriosity Didn’t Kill the Classifier: Using Invariant Predictions to Harness Spurious Features

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Empirical Inference
Cian Eastwood
PhD Student
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Empirical Inference
Shashank Singh
Postdoctoral Researcher
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Empirical Inference
Andrei Nicolicioiu
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Autonomous Learning
Marin Vlastelica Pogancic
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Empirical Inference
Julius von Kügelgen
  • Doctoral Researcher
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Empirical Inference
Bernhard Schölkopf
  • Director

Author(s): Eastwood*, C. and Singh*, S. and Nicolicioiu, A. L. and Vlastelica, M. and von Kügelgen, J. and Schölkopf, B.
Book Title: Advances in Neural Information Processing Systems 36 (NeurIPS 2023)
Volume: 36
Pages: 18291--18324
Year: 2023
Month: December
Editors: A. Oh and T. Neumann and A. Globerson and K. Saenko and M. Hardt and S. Levine
Publisher: Curran Associates, Inc.
Bibtex Type: Conference Paper (conference)
Event Name: 37th Annual Conference on Neural Information Processing Systems
Event Place: New Orleans, USA
State: Published
URL: https://proceedings.neurips.cc/paper_files/paper/2023/file/3acbe9dc3a1e8d48a57b16e9aef91879-Paper-Conference.pdf
Electronic Archiving: grant_archive
Note: *equal contribution
Supplement: https://papers.nips.cc/paper_files/paper/2023/file/3acbe9dc3a1e8d48a57b16e9aef91879-Supplemental-Conference.pdf

BibTex 

@conference{Eastwoodetal23b,
  title = {Spuriosity Didn’t Kill the Classifier: Using Invariant Predictions to Harness Spurious Features},
  booktitle = {Advances in Neural Information Processing Systems 36 (NeurIPS 2023)},
  volume = {36},
  pages = {18291--18324},
  editors = {A. Oh and T. Neumann and A. Globerson and K. Saenko and M. Hardt and S. Levine},
  publisher = {Curran Associates, Inc.},
  month = dec,
  year = {2023},
  note = {*equal contribution},
  slug = {eastwoodetal23b},
  author = {Eastwood*, C. and Singh*, S. and Nicolicioiu, A. L. and Vlastelica, M. and von K{\"u}gelgen, J. and Sch{\"o}lkopf, B.},
  url = {https://proceedings.neurips.cc/paper_files/paper/2023/file/3acbe9dc3a1e8d48a57b16e9aef91879-Paper-Conference.pdf},
  month_numeric = {12}
}