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math.OC2025

On the Convergence Rate of Sinkhorn's Algorithm

Promit Ghosal, Marcel Nutz

We study Sinkhorn's algorithm for solving the entropically regularized optimal transport problem. Its iterate is shown to satisfy $H(π_{t}|π_{*})+H(π_{*}|π_{t})=O(t^{-…