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Can speed up the convergence rate of stochastic gradient methods to $\mathcal{O}(1/k^2)$ by a gradient averaging strategy?

Can speed up the convergence rate of stochastic gradient methods to O(1/k2)\mathcal{O}(1/k^2) by a gradient averaging strategy?

Xin Xu
Xiaopeng Luo
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