The derivatives of Sinkhorn-Knopp converge

07/26/2022

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by   Edouard Pauwels, et al.

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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.