120 citations · 901 across the 72 of their papers we have counts for
3 papers · 1 filter
Distributed fixed-point algorithms for dynamic convex optimization over decentralized and unbalanced wireless networks
Navneet Agrawal, Renato L. G. Cavalcante, Sławomir Stańczak
We consider problems where agents in a network seek a common quantity, measured independently and periodically by each agent through a local time-varying process. Numerous solvers…
Distributed Convex Optimization "Over-the-Air" in Dynamic Environments
Navneet Agrawal, Renato L. G. Cavalcante, Masahiro Yukawa +1
This paper presents a decentralized algorithm for solving distributed convex optimization problems in dynamic networks with time-varying objectives. The unique feature of the algor…
l1-Norm Minimization with Regula Falsi Type Root Finding Methods
Metin Vural, Aleksandr Y. Aravkin, Sławomir Stan'czak
Sparse level-set formulations allow practitioners to find the minimum 1-norm solution subject to likelihood constraints. Prior art requires this constraint to be convex. In this le…