Push-Sum Distributed Dual Averaging for convex optimization
CDC, pp. 5453-5458, 2012.
Recently there has been a significant amount of research on developing consensus based algorithms for distributed optimization motivated by applications that vary from large scale machine learning to wireless sensor networks. This work describes and proves convergence of a new algorithm called Push-Sum Distributed Dual Averaging which com...More
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