activity
20172026
most citedG-Mapper: Learning a Cover in the Mapper Construction

1 citations · 1 across the 3 of their papers we have counts for

collaborators

6 papers

math.MG2026

Minimizers of the Maximum Distance Problem via an Analyst's Traveling Salesperson Algorithm

Enrique Alvarado, Silvia Ghinassi, Lisa Naples

We provide an upper and lower bound for the length of Maximum Distance Problem minimizers in terms of a finite scale geometric square sum.

physics.ao-ph2025

Detecting the Indian Monsoon using Topological Data Analysis

Enrique Alvarado, Daniela Beckelhymer, Joshua Dorrington +5

A monsoon is a wind system that seasonally reverses its direction, accompanied by corresponding changes in precipitation. The Indian monsoon is the most prominent monsoon system, p…

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…

math.CA2023

Asymptotics of maximum distance minimizers

Enrique G Alvarado, Louisa Catalano, Tomás Merchán +1

We study the limiting behavior of -maximum distance minimizers and the asymptotics of their -dimensional Hausdorff measures as tends to zero in several contexts, includin…

cs.LG2023★ 1 cited

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.CA2017

General fractals represented by -limit sets of compression maps

Tynan Lazarus, Enrique G Alvarado, Qinglan Xia

In this article, we provide a simple and systematic way to represent general (inhomogeneous) fractals that may look different at different scales and places. By using set-valued co…