366 citations · 2k across the 43 of their papers we have counts for
5 papers · 1 filter
Dual Prediction-Correction Methods for Linearly Constrained Time-Varying Convex Programs
Andrea Simonetto
Devising efficient algorithms to solve continuously-varying strongly convex optimization programs is key in many applications, from control systems to signal processing and machine…
Consistent Sensor, Relay, and Link Selection in Wireless Sensor Networks
Rocio Arroyo-Valles, Andrea Simonetto, Geert Leus
In wireless sensor networks, where energy is scarce, it is inefficient to have all nodes active because they consume a non-negligible amount of battery. In this paper we consider t…
An Incentive-Based Online Optimization Framework for Distribution Grids
Xinyang Zhou, Emiliano Dall'Anese, Lijun Chen +1
This paper formulates a time-varying social-welfare maximization problem for distribution grids with distributed energy resources (DERs) and develops online distributed algorithms…
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…
Time-Varying Convex Optimization via Time-Varying Averaged Operators
Andrea Simonetto
Devising efficient algorithms that track the optimizers of continuously varying convex optimization problems is key in many applications. A possible strategy is to sample the time-…