131 citations · 200 across the 27 of their papers we have counts for
3 papers · 1 filter
Network Newton
Aryan Mokhtari, Qing Ling, Alejandro Ribeiro
We consider minimization of a sum of convex objective functions where the components of the objective are available at different nodes of a network and nodes are allowed to only co…
Global Convergence of Online Limited Memory BFGS
Aryan Mokhtari, Alejandro Ribeiro
Global convergence of an online (stochastic) limited memory version of the Broyden-Fletcher- Goldfarb-Shanno (BFGS) quasi-Newton method for solving optimization problems with stoch…
A Distributed Line Search for Network Optimization
Michael Zargham, Alejandro Ribeiro, Ali Jadbabaie
Dual descent methods are used to solve network optimization problems because descent directions can be computed in a distributed manner using information available either locally o…