Tracking the gradients using the Hessian: A new look at variance reducing stochastic methods

Robert M. Gower, Nicolas Le Roux, Francis Bach. Tracking the gradients using the Hessian: A new look at variance reducing stochastic methods. 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 707-715, PMLR, 2018. [doi]

Abstract

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