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eess.SY2022
Distributed Finite-Sum Constrained Optimization subject to Nonlinearity on the Node Dynamics
Mohammadreza Doostmohammadian, Maria Vrakopoulou, Alireza Aghasi +1
Motivated by recent development in networking and parallel data-processing, we consider a distributed and localized finite-sum (or fixed-sum) allocation technique to solve resource…
eess.SY2021
Distributed support-vector-machine over dynamic balanced directed networks
Mohammadreza Doostmohammadian, Alireza Aghasi, Themistoklis Charalambous +1
In this paper, we consider the binary classification problem via distributed Support-Vector-Machines (SVM), where the idea is to train a network of agents, with limited share of da…