Perturbed Proximal Descent to Escape Saddle Points for Non-convex and Non-smooth Objective Functions

Zhishen Huang, Stephen Becker. Perturbed Proximal Descent to Escape Saddle Points for Non-convex and Non-smooth Objective Functions. In Luca Oneto, Nicolò Navarin, Alessandro Sperduti, Davide Anguita, editors, Recent Advances in Big Data and Deep Learning, Proceedings of the INNS Big Data and Deep Learning Conference INNSBDDL 2019, held at Sestri Levante, Genova, Italy 16-18 April 2019. pages 58-77, Springer, 2019. [doi]

Abstract

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