172 citations · 564 across the 31 of their papers we have counts for
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math.AT2021
Topology Applied to Machine Learning: From Global to Local
Henry Adams, Michael Moy
Through the use of examples, we explain one way in which applied topology has evolved since the birth of persistent homology in the early 2000s. The first applications of topology…
math.AT2021★ 11 cited
Geometric Approaches on Persistent Homology
Henry Adams, Baris Coskunuzer
We introduce several geometric notions, including the width of a homology class, to the theory of persistent homology. These ideas provide geometric interpretations of persistence…