4 citations · 4 across the 2 of their papers we have counts for
3 papers · 1 filter
A Primal-Dual Algorithm with Line Search for General Convex-Concave Saddle Point Problems
Erfan Yazdandoost Hamedani, Necdet Serhat Aybat
In this paper, we propose a primal-dual algorithm with a novel momentum term using the partial gradients of the coupling function that can be viewed as a generalization of the meth…
Multi-agent constrained optimization of a strongly convex function over time-varying directed networks
Erfan Yazdandoost Hamedani, Necdet Serhat Aybat
We consider cooperative multi-agent consensus optimization problems over both static and time-varying communication networks, where only local communications are allowed. The objec…
A primal-dual method for conic constrained distributed optimization problems
Necdet Serhat Aybat, Erfan Yazdandoost Hamedani
We consider cooperative multi-agent consensus optimization problems over an undirected network of agents, where only those agents connected by an edge can directly communicate. The…