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Empirical Inference Conference Paper 2023

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

Empirical Inference
Cian Eastwood
PhD Student
no image
Empirical Inference
Shashank Singh
Postdoctoral Researcher
Empirical Inference
Andrei Nicolicioiu
no image
Autonomous Learning
Marin Vlastelica Pogancic
Empirical Inference
Julius von Kügelgen
  • Doctoral Researcher
Empirical Inference
Bernhard Schölkopf
  • Director

Author(s): Eastwood*, Cian and Singh*, Shashank and Nicolicioiu, Andrei L. and Vlastelica, Marin and von Kügelgen, Julius and Schölkopf, Bernhard
Book Title: Advances in Neural Information Processing Systems 36
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 (inproceedings)
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
Digital: True
Note: *equal contribution

BibTeX 

@inproceedings{EastwoodNeurIPS23,
  title = {Spuriosity Didn't Kill the Classifier: Using Invariant Predictions to Harness Spurious Features},
  booktitle = {Advances in Neural Information Processing Systems 36},
  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},
  author = {Eastwood*, Cian and Singh*, Shashank and Nicolicioiu, Andrei L. and Vlastelica, Marin and von K{\"u}gelgen, Julius and Sch{\"o}lkopf, Bernhard},
  url = {https://proceedings.neurips.cc/paper_files/paper/2023/file/3acbe9dc3a1e8d48a57b16e9aef91879-Paper-Conference.pdf},
  month_numeric = {12}
}