Hausdorff-boundedness and Wasserstein-realizability of Gromov-Wasserstein geodesics

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Let p[1,)p\in[1,\infty), and let an p\ell^p-Gromov-Wasserstein geodesic be a geodesic for the p\ell^p-Gromov-Wasserstein distance. A geodesic is Hausdorff-bounded if it satisfies the corresponding uniform Hausdorff control, and it is Wasserstein-realizable if it arises from a Wasserstein geodesic under the Gromov-Wasserstein construction. Gromov-Wasserstein geodesic conjecture. For every p(1,)p\in(1,\infty), any p\ell^p-Gromov-Wasserstein geodesic is Hausdorff-bounded. Also, for every p[1,)p\in[1,\infty), any p\ell^p-Gromov-Wasserstein geodesic is Wasserstein-realizable. The paper presents these assertions as an open problem after exhibiting a non-Hausdorff-bounded example for p=1p=1 and noting that no such example is known for p>1p>1.

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Primary source

Facundo Mémoli and Zhengchao Wan, “Characterization of Gromov-type geodesics”, arXiv:2105.05369 (2021).

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