Analytical Guarantees on Numerical Precision of Deep Neural Networks

Charbel Sakr, Yongjune Kim, Naresh R. Shanbhag. Analytical Guarantees on Numerical Precision of Deep 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 3007-3016, JMLR.org, 2017. [doi]

Abstract

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