438 citations · 1k across the 57 of their papers we have counts for
Showing 2016Show all
2 papers · 1 filter
math.OC2016★ 29 cited
Analysis and Implementation of an Asynchronous Optimization Algorithm for the Parameter Server
Arda Aytekin, Hamid Reza Feyzmahdavian, Mikael Johansson
This paper presents an asynchronous incremental aggregated gradient algorithm and its implementation in a parameter server framework for solving regularized optimization problems.…
eess.SY2016
Stability Analysis of Monotone Systems via Max-separable Lyapunov Functions
Hamid Reza Feyzmahdavian, Bart Besselink, Mikael Johansson
We analyze stability properties of monotone nonlinear systems via max-separable Lyapunov functions, motivated by the following observations: first, recent results have shown that a…