Towards Understanding the Generalization Bias of Two Layer Convolutional Linear Classifiers with Gradient Descent

Yifan Wu, Barnabás Póczos, Aarti Singh. Towards Understanding the Generalization Bias of Two Layer Convolutional Linear Classifiers with Gradient Descent. In Kamalika Chaudhuri, Masashi Sugiyama, editors, The 22nd International Conference on Artificial Intelligence and Statistics, AISTATS 2019, 16-18 April 2019, Naha, Okinawa, Japan. Volume 89 of Proceedings of Machine Learning Research, pages 1070-1078, PMLR, 2019. [doi]

Abstract

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