555 citations · 2.5k across the 105 of their papers we have counts for
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Spectral Design of Dynamic Networks via Local Operations
Victor M. Preciado, Michael M. Zavlanos, Ali Jadbabaie
Motivated by the relationship between the eigenvalue spectrum of the Laplacian matrix of a network and the behavior of dynamical processes evolving in it, we propose a distributed…
Structural Analysis of Laplacian Spectral Properties of Large-Scale Networks
Victor M. Preciado, Ali Jadbabaie, George C. Verghese
Using methods from algebraic graph theory and convex optimization, we study the relationship between local structural features of a network and spectral properties of its Laplacian…
Accelerated Dual Descent for Network Optimization
M. Zargham, A. Ribeiro, A. Jadbabaie +1
Dual descent methods are commonly used to solve network optimization problems because their implementation can be distributed through the network. However, their convergence rates…