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20212026
most citedA Normal Map-Based Proximal Stochastic Gradient Method: Convergence and Identification Properties

2 citations · 3 across the 13 of their papers we have counts for

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math.OC2021

Distributed Random Reshuffling over Networks

Kun Huang, Xiao Li, Andre Milzarek +2

In this paper, we consider distributed optimization problems where agents, each possessing a local cost function, collaboratively minimize the average of the local cost functio…

math.OC2021★ 1 cited

Convergence of Random Reshuffling Under The Kurdyka-Łojasiewicz Inequality

Xiao Li, Andre Milzarek, Junwen Qiu

We study the random reshuffling (RR) method for smooth nonconvex optimization problems with a finite-sum structure. Though this method is widely utilized in practice such as the tr…