7 citations · 7 across the 4 of their papers we have counts for
5 papers
Weisfeiler-Lehman meets Gromov-Wasserstein
Samantha Chen, Sunhyuk Lim, Facundo Mémoli +2
The Weisfeiler-Lehman (WL) test is a classical procedure for graph isomorphism testing. The WL test has also been widely used both for designing graph kernels and for analyzing gra…
The Gromov-Hausdorff distance between ultrametric spaces: its structure and computation
Facundo Mémoli, Zane Smith, Zhengchao Wan
The Gromov-Hausdorff distance () provides a natural way of quantifying the dissimilarity between two given metric spaces. It is known that computing …
Characterization of Gromov-type geodesics
Facundo Mémoli, Zhengchao Wan
The collection of all isometry classes of compact metric spaces endowed with the Gromov-Hausdorff distance is known to be a geodesic space. However,…
The ultrametric Gromov-Wasserstein distance
Facundo Mémoli, Axel Munk, Zhengchao Wan +1
In this paper, we investigate compact ultrametric measure spaces which form a subset of the collection of all metric measure spaces . Similar as for…
The Gaussian Transform
Kun Jin, Facundo Mémoli, Zhengchao Wan
We introduce the Gaussian transform (GT), an optimal transport inspired iterative method for denoising and enhancing latent structures in datasets. Under the hood, GT generates a n…