Tight Dimension Independent Lower Bound on the Expected Convergence Rate for Diminishing Step Sizes in SGD - researchr publication authors

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Phuong Ha Nguyen, Lam M. Nguyen, Marten van Dijk. Tight Dimension Independent Lower Bound on the Expected Convergence Rate for Diminishing Step Sizes in SGD. In Hanna M. Wallach, Hugo Larochelle, Alina Beygelzimer, Florence d'Alché-Buc, Edward A. Fox, Roman Garnett, editors, Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, NeurIPS 2019, 8-14 December 2019, Vancouver, BC, Canada. pages 3660-3669, 2019. [doi]

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