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Noise-Robust Distributed Optimization Over Directed Graphs With Row Stochastic Matrices

Wang, Yifan et al.
arXiv (All) · Papers
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optimization-and-control
In the presence of information-sharing noise, row-stochastic distributed optimization over directed and unbalanced graphs can suffer not only from noise accumulation in gradient tracking, but also from distortion of the left eigenvector-based gradient scaling used for imbalance compensation. To addr
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