Minimization by Incremental Stochastic Surrogate Optimization for Large Scale Nonconvex Problems

Belhal Karimi, Hoi-To Wai, Eric Moulines, Ping Li 0001. Minimization by Incremental Stochastic Surrogate Optimization for Large Scale Nonconvex Problems. In Sanjoy Dasgupta, Nika Haghtalab, editors, International Conference on Algorithmic Learning Theory, 29-1 April 2022, Paris, France. Volume 167 of Proceedings of Machine Learning Research, pages 606-637, PMLR, 2022. [doi]

Abstract

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