Can Subnetwork Structure Be the Key to Out-of-Distribution Generalization?

Dinghuai Zhang, Kartik Ahuja, Yilun Xu, Yisen Wang 0001, Aaron C. Courville. Can Subnetwork Structure Be the Key to Out-of-Distribution Generalization?. In Marina Meila, Tong Zhang 0001, editors, Proceedings of the 38th International Conference on Machine Learning, ICML 2021, 18-24 July 2021, Virtual Event. Volume 139 of Proceedings of Machine Learning Research, pages 12356-12367, PMLR, 2021. [doi]

Abstract

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