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math.OC2016
Optimal k-Leader Selection for Coherence and Convergence Rate in One-Dimensional Networks
Stacy Patterson, Neil McGlohon, Kirill Dyagilev
We study the problem of optimal leader selection in consensus networks under two performance measures (1) formation coherence when subject to additive perturbations, as quantified…
math.OC2016
Distributed Semi-Stochastic Optimization with Quantization Refinement
Neil McGlohon, Stacy Patterson
We consider the problem of regularized regression in a network of communication-constrained devices. Each node has local data and objectives, and the goal is for the nodes to optim…