Fan Chen

most citedA Unified Primal-Dual Algorithm Framework for Inequality Constrained Problems

1 citations · 1 across the 4 of their papers we have counts for

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math.OC2023

On the Optimal Lower and Upper Complexity Bounds for a Class of Composite Optimization Problems

Zhenyuan Zhu, Fan Chen, Junyu Zhang +1

We study the optimal lower and upper complexity bounds for finding approximate solutions to the composite problem $min_{x} f (x) + h (A x - b)$ , where $f$ is smooth and $h$ is convex. Giv…

math.OC2022★ 1 cited

A Unified Primal-Dual Algorithm Framework for Inequality Constrained Problems

Zhenyuan Zhu, Fan Chen, Junyu Zhang +1

In this paper, we propose a unified primal-dual algorithm framework based on the augmented Lagrangian function for composite convex problems with conic inequality constraints. The…