316 citations · 586 across the 21 of their papers we have counts for
3 papers · 1 filter
Differentially Private Average Consensus: Obstructions, Trade-Offs, and Optimal Algorithm Design
Erfan Nozari, Pavankumar Tallapragada, Jorge Cortés
This paper studies the multi-agent average consensus problem under the requirement of differential privacy of the agents' initial states against an adversary that has access to all…
Differentially Private Distributed Convex Optimization via Functional Perturbation
Erfan Nozari, Pavankumar Tallapragada, Jorge Cortés
We study a class of distributed convex constrained optimization problems where a group of agents aim to minimize the sum of individual objective functions while each desires that a…
Event-triggered control under time-varying rates and channel blackouts
Pavankumar Tallapragada, Massimo Franceschetti, Jorge Cortes
This paper studies event-triggered stabilization of linear time-invariant systems over time-varying rate-limited communication channels. We explicitly account for the possibility o…