11 citations · 24 across the 10 of their papers we have counts for
8 papers · 1 filter
A Unified Framework for Continuous-time Unconstrained Distributed Optimization
Behrouz Touri, Bahman Gharesifard
We introduce a class of distributed nonlinear control systems, termed as the flow-tracker dynamics, which capture phenomena where the average state is controlled by the average con…
DIMIX: DIminishing MIXing for Sloppy Agents
Hadi Reisizadeh, Behrouz Touri, Soheil Mohajer
We study non-convex distributed optimization problems where a set of agents collaboratively solve a separable optimization problem that is distributed over a time-varying network.…
Usefulness of the Age-Structured SIR Dynamics in Modelling COVID-19
Rohit Parasnis, Ryosuke Kato, Amol Sakhale +2
We examine the age-structured SIR model, a variant of the classical Susceptible-Infected-Recovered (SIR) model of epidemic propagation, in the context of COVID-19. In doing so, we…
Distributed Optimization Over Dependent Random Networks
Adel Aghajan, Behrouz Touri
We study the averaging-based distributed optimization solvers over random networks. We show a general result on the convergence of such schemes using weight-matrices that are row-s…
Non-Bayesian Social Learning on Random Digraphs with Aperiodically Varying Network Connectivity
Rohit Parasnis, Massimo Franceschetti, Behrouz Touri
We study non-Bayesian social learning on random directed graphs and show that under mild connectivity assumptions, all the agents almost surely learn the true state of the world as…
On the Convergence Properties of Social Hegselmann-Krause Dynamics
Rohit Parasnis, Massimo Franceschetti, Behrouz Touri
We study the convergence properties of Social Hegselmann-Krause dynamics, a {variant} of the Hegselmann-Krause (HK) model of opinion dynamics where a physical connectivity graph th…