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