Yuze Han

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20212026

most citedLower Complexity Bounds of Finite-Sum Optimization Problems: The Results and Construction

13 citations · 21 across the 7 of their papers we have counts for

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cs.LG2021★ 5 cited

DIPPA: An improved Method for Bilinear Saddle Point Problems

Guangzeng Xie, Yuze Han, Zhihua Zhang

This paper studies bilinear saddle point problems $min_{x} max_{y} g (x) + x^{⊤} A y - h (y)$ , where the functions $g, h$ are smooth and stron…

math.OC2021★ 13 cited

Lower Complexity Bounds of Finite-Sum Optimization Problems: The Results and Construction

Yuze Han, Guangzeng Xie, Zhihua Zhang

In this paper, we study the lower complexity bounds for finite-sum optimization problems, where the objective is the average of $n$ individual component functions. We consider Prox…