The shape of relations: knots and other stories
Radmila Sazdanovic (NC State University)
Abstract: Topological Data Analysis provides tools for discovering relevant features of data by analyzing the shape of a point cloud. In this context we develop tools for visualizing maps between high dimensional spaces with the goal of discovering relations between data sets with expected correlations. Additionally we are adapting TDA tools to analyzing infinite data sets where representative sampling is impossible or impractical and using them in synergy with ML techniques. Most of the examples will focus on analyzing relations between knot invariants with additional examples in game theory and cancer genomics.
geometric topology
Audience: researchers in the topic
( video )
Series comments: Web-seminar series on Applications of Geometry and Topology
| Organizers: | Alicia Dickenstein, José-Carlos Gómez-Larrañaga, Kathryn Hess, Neza Mramor-Kosta, Renzo Ricca*, De Witt L. Sumners |
| *contact for this listing |