2 papers
cs.CG2021
Stitch Fix for Mapper and Topological Gains
Youjia Zhou, Nathaniel Saul, Ilkin Safarli +2
The mapper construction is a powerful tool from topological data analysis that is designed for the analysis and visualization of multivariate data. In this paper, we investigate a…
cs.LG2019
Steinhaus Filtration and Stable Paths in the Mapper
Dustin L. Arendt, Matthew Broussard, Bala Krishnamoorthy +2
We define a new filtration called the Steinhaus filtration built from a single cover based on a generalized Steinhaus distance, a generalization of Jaccard distance. The homology p…