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05/10/2023
Convergence of a Normal Map-based Prox-SGD Method under the KL Inequality
In this paper, we present a novel stochastic normal map-based algorithm ...
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12/31/2021
Distributed Random Reshuffling over Networks
In this paper, we consider the distributed optimization problem where n ...
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10/10/2021
Convergence of Random Reshuffling Under The Kurdyka-Łojasiewicz Inequality
We study the random reshuffling (RR) method for smooth nonconvex optimiz...
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01/22/2018
Evolution of Regional Innovation with Spatial Knowledge Spillovers: Convergence or Divergence?
Based on endogenous economic growth models and the panel data of 31 regi...
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01/22/2018