Escaping Saddle Points with Adaptive Gradient Methods

Matthew Staib, Sashank J. Reddi, Satyen Kale, Sanjiv Kumar, Suvrit Sra. Escaping Saddle Points with Adaptive Gradient Methods. 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 5956-5965, PMLR, 2019. [doi]

Abstract

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