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20192022
most citedTopology-Preserving Dimensionality Reduction via Interleaving Optimization

1 citations · 1 across the 2 of their papers we have counts for

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math.AT2022

Parameterized Vietoris-Rips Filtrations via Covers

Bradley J. Nelson

A challenge in computational topology is to deal with large filtered geometric complexes built from point cloud data such as Vietoris-Rips filtrations. This has led to the developm…

math.AT2019

Persistent and Zigzag Homology: A Matrix Factorization Viewpoint

Gunnar Carlsson, Anjan Dwaraknath, Bradley J. Nelson

Over the past two decades, topological data analysis has emerged as a field of applied mathematics with new applications and algorithmic developments appearing rapidly. Two fundame…