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Tight Nonasymptotic Local Convergence of Sinkhorn-Knopp

Gao, Wenzhi et al.
arXiv (All) · Papers
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optimization-and-control
We revisit the Sinkhorn-Knopp (SK) algorithm for the matrix scaling problem. Despite extensive literature on the global convergence of SK and its variants, its local linear convergence behavior remains less understood. We address this gap by providing the first nonasymptotic local analysis of SK tha
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