366 citations · 2k across the 43 of their papers we have counts for
5 papers · 1 filter
Incentives and co-evolution: Steering linear dynamical systems with noncooperative agents
Filippo Fabiani, Andrea Simonetto
Modern socio-technical systems typically consist of many interconnected users and competing service providers, where notions like market equilibrium are tightly connected to the ``…
Distributed Personalized Gradient Tracking with Convex Parametric Models
Ivano Notarnicola, Andrea Simonetto, Francesco Farina +1
We present a distributed optimization algorithm for solving online personalized optimization problems over a network of computing and communicating nodes, each of which linked to a…
Filtering Random Graph Processes Over Random Time-Varying Graphs
Elvin Isufi, Andreas Loukas, Andrea Simonetto +1
Graph filters play a key role in processing the graph spectra of signals supported on the vertices of a graph. However, despite their widespread use, graph filters have been analyz…
A Regularized Saddle-Point Algorithm for Networked Optimization with Resource Allocation Constraints
Andrea Simonetto, Tamas Keviczky, Mikael Johansson
We propose a regularized saddle-point algorithm for convex networked optimization problems with resource allocation constraints. Standard distributed gradient methods suffer from s…
Constrained Distributed Algebraic Connectivity Maximization in Robotic Networks
Andrea Simonetto, Tamas Keviczky, Robert Babuska
We consider the problem of maximizing the algebraic connectivity of the communication graph in a network of mobile robots by moving them into appropriate positions. We define the L…