555 citations · 2.5k across the 105 of their papers we have counts for
4 papers · 2 filters
Online Learning of Dynamic Parameters in Social Networks
Shahin Shahrampour, Alexander Rakhlin, Ali Jadbabaie
This paper addresses the problem of online learning in a dynamic setting. We consider a social network in which each individual observes a private signal about the underlying state…
Optimal Resource Allocation for Network Protection Against Spreading Processes
Victor M. Preciado, Michael Zargham, Chinwendu Enyioha +2
We study the problem of containing spreading processes in arbitrary directed networks by distributing protection resources throughout the nodes of the network. We consider two type…
A Novel Description of Linear Time--Invariant Networks via Structured Coprime Factorizations
Serban Sabau, Cristian Oara, Sean Warnick +1
In this paper we study state-space realizations of Linear and Time-Invariant (LTI) systems. Motivated by biochemical reaction networks, Gonçalves and Warnick have recently introduc…
Accelerated Backpressure Algorithm
Michael Zargham, Alejandro Ribeiro, Ali Jadbabaie
We develop an Accelerated Back Pressure (ABP) algorithm using Accelerated Dual Descent (ADD), a distributed approximate Newton-like algorithm that only uses local information. Our…