Causally motivated shortcut removal using auxiliary labels

Maggie Makar, Ben Packer, Dan Moldovan, Davis Blalock, Yoni Halpern, Alexander D'Amour. Causally motivated shortcut removal using auxiliary labels. In Gustau Camps-Valls, Francisco J. R. Ruiz, Isabel Valera, editors, International Conference on Artificial Intelligence and Statistics, AISTATS 2022, 28-30 March 2022, Virtual Event. Volume 151 of Proceedings of Machine Learning Research, pages 739-766, PMLR, 2022. [doi]

Abstract

Abstract is missing.