@inproceedings{ICML-2019-StaibRKKS,
	author        = "Matthew Staib and Sashank J. Reddi and Satyen Kale and Sanjiv Kumar and Suvrit Sra",
	booktitle     = "{Proceedings of the 36th International Conference on Machine Learning}",
	ee            = "http://proceedings.mlr.press/v97/staib19a.html",
	pages         = "5956--5965",
	publisher     = "{PMLR}",
	title         = "{Escaping Saddle Points with Adaptive Gradient Methods}",
	year          = 2019,
}