most citedGenerating Sparse Stochastic Processes Using Matched Splines

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math.OC2022★ 1 cited

Adaptive Stochastic Variance Reduction for Non-convex Finite-Sum Minimization

Ali Kavis, Stratis Skoulakis, Kimon Antonakopoulos +2

We propose an adaptive variance-reduction method, called AdaSpider, for minimization of -smooth, non-convex functions with a finite-sum structure. In essence, AdaSpider combines…