SGD Converges to Global Minimum in Deep Learning via Star-convex Path

Yi Zhou, Junjie Yang, Huishuai Zhang, Yingbin Liang, Vahid Tarokh. SGD Converges to Global Minimum in Deep Learning via Star-convex Path. In 7th International Conference on Learning Representations, ICLR 2019, New Orleans, LA, USA, May 6-9, 2019. OpenReview.net, 2019. [doi]

Abstract

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