172 citations · 564 across the 31 of their papers we have counts for
Showing cs.LGShow all
3 papers · 1 filter
cs.LG2022★ 17 cited
A Primer on Topological Data Analysis to Support Image Analysis Tasks in Environmental Science
Lander Ver Hoef, Henry Adams, Emily J. King +1
Topological data analysis (TDA) is a tool from data science and mathematics that is beginning to make waves in environmental science. In this work, we seek to provide an intuitive…
cs.LG2020
Support vector machines and Radon's theorem
Henry Adams, Elin Farnell, Brittany Story
A support vector machine (SVM) is an algorithm that finds a hyperplane which optimally separates labeled data points in into positive and negative classes. The data…
cs.LG2020★ 6 cited
Capturing Dynamics of Time-Varying Data via Topology
Lu Xian, Henry Adams, Chad M. Topaz +1
One approach to understanding complex data is to study its shape through the lens of algebraic topology. While the early development of topological data analysis focused primarily…