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Apr, 2023
非理想链接条件下的网络系统中的D-SVM
D-SVM over Networked Systems with Non-Ideal Linking Conditions
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Mohammadreza Doostmohammadian, Alireza Aghasi, Houman Zarrabi
TL;DR
本文研究了分布式优化算法在多主体网络上的应用,考虑了链路的非线性性对于支持向量机分类的影响,研究了各种非线性约束条件下算法的收敛性和影响。
Abstract
This paper considers
distributed optimization algorithms
, with application in binary classification via distributed support-vector-machines (D-SVM) over multi-agent networks subject to some link nonlinearities. The agents solve a
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