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math.OC2017
Distributed Resource Allocation Over Dynamic Networks with Uncertainty
Thinh T. Doan, Carolyn L. Beck
Motivated by broad applications in various fields of engineering, we study a network resource allocation problem where the goal is to optimally allocate a fixed quantity of resourc…
math.OC2017
On the convergence rate of distributed gradient methods for finite-sum optimization under communication delays
Thinh T. Doan, Carolyn L. Beck, R. Srikant
Motivated by applications in machine learning and statistics, we study distributed optimization problems over a network of processors, where the goal is to optimize a global object…