Depth-Width Tradeoffs in Approximating Natural Functions with Neural Networks

Itay Safran, Ohad Shamir. Depth-Width Tradeoffs in Approximating Natural Functions with Neural Networks. In Doina Precup, Yee Whye Teh, editors, Proceedings of the 34th International Conference on Machine Learning, ICML 2017, Sydney, NSW, Australia, 6-11 August 2017. Volume 70 of JMLR Workshop and Conference Proceedings, pages 2979-2987, JMLR.org, 2017. [doi]

Abstract

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