Non-asymptotic convergence bounds for Sinkhorn iterates and their gradients: a coupling approach

Giacomo Greco, Maxence Noble, Giovanni Conforti, Alain Durmus. Non-asymptotic convergence bounds for Sinkhorn iterates and their gradients: a coupling approach. In Gergely Neu, Lorenzo Rosasco, editors, The Thirty Sixth Annual Conference on Learning Theory, 12-15 July 2023, Bangalore, India. Volume 195 of Proceedings of Machine Learning Research, pages 716-746, PMLR, 2023. [doi]

Abstract

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