Finding Global Optima in Nonconvex Stochastic Semidefinite Optimization with Variance Reduction

Jinshan Zeng, Ke Ma, Yuan Yao. Finding Global Optima in Nonconvex Stochastic Semidefinite Optimization with Variance Reduction. In Amos J. Storkey, Fernando PĂ©rez-Cruz, editors, International Conference on Artificial Intelligence and Statistics, AISTATS 2018, 9-11 April 2018, Playa Blanca, Lanzarote, Canary Islands, Spain. Volume 84 of Proceedings of Machine Learning Research, pages 199-207, PMLR, 2018. [doi]

Abstract

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