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math.OC2010★ 6 cited
A Distributed Newton Method for Network Utility Maximization
Ermin Wei, Asuman Ozdaglar, Ali Jadbabaie
Most existing work uses dual decomposition and subgradient methods to solve Network Utility Maximization (NUM) problems in a distributed manner, which suffer from slow rate of conv…
math.OC2010
From Local Measurements to Network Spectral Properties: Beyond Degree Distributions
Victor M. Preciado, Ali Jadbabaie
It is well-known that the behavior of many dynamical processes running on networks is intimately related to the eigenvalue spectrum of the network. In this paper, we address the pr…