Limitations on Variance-Reduction and Acceleration Schemes for Finite Sums Optimization

Yossi Arjevani. Limitations on Variance-Reduction and Acceleration Schemes for Finite Sums Optimization. In Isabelle Guyon, Ulrike von Luxburg, Samy Bengio, Hanna M. Wallach, Rob Fergus, S. V. N. Vishwanathan, Roman Garnett, editors, Advances in Neural Information Processing Systems 30: Annual Conference on Neural Information Processing Systems 2017, 4-9 December 2017, Long Beach, CA, USA. pages 3543-3552, 2017. [doi]

Abstract

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