Fishr: Invariant Gradient Variances for Out-of-Distribution Generalization

Alexandre Ramé, Corentin Dancette, Matthieu Cord. Fishr: Invariant Gradient Variances for Out-of-Distribution Generalization. In Kamalika Chaudhuri, Stefanie Jegelka, Le Song, Csaba Szepesvári, Gang Niu 0001, Sivan Sabato, editors, International Conference on Machine Learning, ICML 2022, 17-23 July 2022, Baltimore, Maryland, USA. Volume 162 of Proceedings of Machine Learning Research, pages 18347-18377, PMLR, 2022. [doi]

Authors

Alexandre Ramé

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Corentin Dancette

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Matthieu Cord

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