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math.AT2019
Sparse Nerves in Practice
Nello Blaser, Morten Brun
Topological data analysis combines machine learning with methods from algebraic topology. Persistent homology, a method to characterize topological features occurring in data at mu…
math.AT2018
Sparse Filtered Nerves
Nello Blaser, Morten Brun
Given a point cloud in Euclidean space and a positive parameter we can consider the -neighborhood of consisting of points at distance less than to . H…