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SIGNSGD: Compressed Optimisation for Non-Convex Problems

Jeremy Bernstein, Yu-Xiang Wang, Kamyar Azizzadenesheli, Animashree Anandkumar. SIGNSGD: Compressed Optimisation for Non-Convex Problems. In Jennifer G. Dy, Andreas Krause 0001, editors, Proceedings of the 35th International Conference on Machine Learning, ICML 2018, Stockholmsmässan, Stockholm, Sweden, July 10-15, 2018. Volume 80 of JMLR Workshop and Conference Proceedings, pages 559-568, JMLR.org, 2018. [doi]

Authors

Jeremy Bernstein

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Yu-Xiang Wang

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Kamyar Azizzadenesheli

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Animashree Anandkumar

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