activity
20162026
most citedPersistent Laplacians: properties, algorithms and implications

60 citations · 98 across the 27 of their papers we have counts for

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Showing 2023Show all

6 papers · 1 filter

math.CO2023

Grassmannian Persistence Diagrams

Aziz Burak Gülen, Facundo Mémoli, Zhengchao Wan

We introduce Orthogonal Möbius Inversion , a concept analogous to Möbius inversion on finite posets, which is applicable to order-preservings functions from a finite p…

math.AT2023

Meta-Diagrams for 2-Parameter Persistence

Nate Clause, Tamal K. Dey, Facundo Mémoli +1

We first introduce the notion of meta-rank for a 2-parameter persistence module, an invariant that captures the information behind images of morphisms between 1D slices of the modu…

math.CO2023

A generalization of the persistent Laplacian to simplicial maps

Aziz Burak Gülen, Facundo Mémoli, Zhengchao Wan +1

The graph Laplacian is a fundamental object in the analysis of and optimization on graphs. This operator can be extended to a simplicial complex and therefore offers a way to p…

cs.LG2023

The Weisfeiler-Lehman Distance: Reinterpretation and Connection with GNNs

Samantha Chen, Sunhyuk Lim, Facundo Mémoli +2

In this paper, we present a novel interpretation of the so-called Weisfeiler-Lehman (WL) distance, introduced by Chen et al. (2022), using concepts from stochastic processes. The W…

math.CO2023

Extremal spherical polytopes and Borsuk's conjecture

Mikhail Katz, Facundo Mémoli, Qingsong Wang

We generate anti-self-polar polytopes via a numerical implementation of the gradient flow induced by the diameter functional on the space of all finite subsets of the sphere, and p…

math.MG2023★ 1 cited

Gromov-Hausdorff distances, Borsuk-Ulam theorems, and Vietoris-Rips complexes

Henry Adams, Johnathan Bush, Nate Clause +13

We explore emerging relationships between the Gromov--Hausdorff distance, Borsuk--Ulam theorems, and Vietoris--Rips simplicial complexes. The Gromov--Hausdorff distance between two…