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cs.DC2015
On the Asymptotic Bias of the Diffusion-Based Distributed Pareto Optimization
Reza Arablouei, Kutluyıl Doğançay, Stefan Werner +1
We revisit the asymptotic bias analysis of the distributed Pareto optimization algorithm developed based on the diffusion strategies. We propose an alternative way to analyze the a…
cs.DC2014★ 3 cited
Analysis of a Reduced-Communication Diffusion LMS Algorithm
Reza Arablouei, Stefan Werner, Kutluyıl Doğançay +1
In diffusion-based algorithms for adaptive distributed estimation, each node of an adaptive network estimates a target parameter vector by creating an intermediate estimate and the…