Abstraction Mechanisms Predict Generalization in Deep Neural Networks

Alex Gain, Hava T. Siegelmann. Abstraction Mechanisms Predict Generalization in Deep Neural Networks. In Proceedings of the 37th International Conference on Machine Learning, ICML 2020, 13-18 July 2020, Virtual Event. Volume 119 of Proceedings of Machine Learning Research, pages 3357-3366, PMLR, 2020. [doi]

Abstract

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