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20162026
most citedAccelerated Zeroth-Order and First-Order Momentum Methods from Mini to Minimax Optimization

23 citations · 119 across the 32 of their papers we have counts for

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math.OC2017★ 2 cited

Linear Convergence of Accelerated Stochastic Gradient Descent for Nonconvex Nonsmooth Optimization

Feihu Huang, Songcan Chen

In this paper, we study the stochastic gradient descent (SGD) method for the nonconvex nonsmooth optimization, and propose an accelerated SGD method by combining the variance reduc…