Large Scale Empirical Risk Minimization via Truncated Adaptive Newton Method

Mark Eisen, Aryan Mokhtari, Alejandro Ribeiro. Large Scale Empirical Risk Minimization via Truncated Adaptive Newton Method. 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 1447-1455, PMLR, 2018. [doi]

Abstract

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