172 citations · 196 across the 7 of their papers we have counts for
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cs.CR2023★ 2 cited
An Algorithm for Persistent Homology Computation Using Homomorphic Encryption
Dominic Gold, Koray Karabina, Francis C. Motta
Topological Data Analysis (TDA) offers a suite of computational tools that provide quantified shape features in high dimensional data that can be used by modern statistical and pre…
stat.CO2023★ 1 cited
Stability and Machine Learning Applications of Persistent Homology Using the Delaunay-Rips Complex
Amish Mishra, Francis C. Motta
In this paper we define, implement, and investigate a simplicial complex construction for computing persistent homology of Euclidean point cloud data, which we call the Delaunay-Ri…