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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…