17 citations · 17 across the 2 of their papers we have counts for
2 papers
stat.ML2025
Unreduced Persistence Diagrams for Topological Machine Learning
Nicole Abreu, Parker B. Edwards, Francis Motta
Supervised machine learning pipelines trained on features derived from persistent homology have been experimentally observed to ignore much of the information contained in a persis…
math.AT2019★ 17 cited
Graded persistence diagrams and persistence landscapes
Leo Betthauser, Peter Bubenik, Parker B. Edwards
We introduce a refinement of the persistence diagram, the graded persistence diagram. It is the Mobius inversion of the graded rank function, which is obtained from the rank functi…