Empirical Inference
Conference Paper
2023
Spuriosity Didn’t Kill the Classifier: Using Invariant Predictions to Harness Spurious Features
| 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}
}