Gradient Descent Finds Global Minima of Deep Neural Networks

Simon S. Du, Jason D. Lee, Haochuan Li, Liwei Wang 0001, Xiyu Zhai. Gradient Descent Finds Global Minima of Deep Neural Networks. In Kamalika Chaudhuri, Ruslan Salakhutdinov, editors, Proceedings of the 36th International Conference on Machine Learning, ICML 2019, 9-15 June 2019, Long Beach, California, USA. Volume 97 of Proceedings of Machine Learning Research, pages 1675-1685, PMLR, 2019. [doi]

Abstract

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