2 papers
cs.LG2025
G-Mapper: Learning a Cover in the Mapper Construction
Enrique Alvarado, Robin Belton, Emily Fischer +4
The Mapper algorithm is a visualization technique in topological data analysis (TDA) that outputs a graph reflecting the structure of a given dataset. However, the Mapper algorithm…
math.AT2024
Any Graph is a Mapper Graph
Enrique G Alvarado, Robin Belton, Kang-Ju Lee +4
The Mapper algorithm is a popular tool for visualization and data exploration in topological data analysis. We investigate an inverse problem for the Mapper algorithm: Given a data…