论文标题

sindhorn-knopp的衍生物收敛

The derivatives of Sinkhorn-Knopp converge

论文作者

Pauwels, Edouard, Vaiter, Samuel

论文摘要

我们表明,sindhorn-knopp算法的衍生物或迭代比例拟合程序会以局部统一的线性收敛速率收敛于最佳运输问题的熵正则化衍生物。

We show that the derivatives of the Sinkhorn-Knopp algorithm, or iterative proportional fitting procedure, converge towards the derivatives of the entropic regularization of the optimal transport problem with a locally uniform linear convergence rate.

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