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Nearly-tight VC-dimension bounds for piecewise linear neural networks

Nick Harvey, Christopher Liaw, Abbas Mehrabian. Nearly-tight VC-dimension bounds for piecewise linear neural networks. In Satyen Kale, Ohad Shamir, editors, Proceedings of the 30th Conference on Learning Theory, COLT 2017, Amsterdam, The Netherlands, 7-10 July 2017. Volume 65 of JMLR Workshop and Conference Proceedings, pages 1064-1068, JMLR.org, 2017. [doi]

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Nick Harvey

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Christopher Liaw

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Abbas Mehrabian

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