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

Item #:

075280-0805

Details

DOI: https://doi.org/10.52202/075280-0805
Author(s): Cian Eastwood, Andrei L Nicolicioiu, Bernhard Schölkopf, Shashank Singh, Marin Vlastelica Pogancic, Julius Von Kügelgen
Pages: 18291-18324 (34 pages)
Format: PDF Paper Download
Conference: Advances in Neural Information Processing Systems 36
Date/Location: Held 10-16 December 2023, New Orleans, Louisiana, USA.
Series: Advances in Neural Information Processing Systems 36
Publisher: Neural Information Processing Systems Foundation, Inc. (NeurIPS)

DOI: https://doi.org/10.52202/075280-0805
Author(s): Cian Eastwood, Andrei L Nicolicioiu, Bernhard Schölkopf, Shashank Singh, Marin Vlastelica Pogancic, Julius Von Kügelgen
Pages: 18291-18324 (34 pages)
Format: PDF Paper Download
Conference: Advances in Neural Information Processing Systems 36
Date/Location: Held 10-16 December 2023, New Orleans, Louisiana, USA.
Series: Advances in Neural Information Processing Systems 36
Publisher: Neural Information Processing Systems Foundation, Inc. (NeurIPS)