Statistics and Data Science Seminar
Speaker: Austin Lawson
Affiliation: University of Tennessee, Knoxville
Title: Persistence Curves: A framework for summarizing persistence diagrams
Abstract: In this talk, we will discuss persistence curves, which is a framework designed to produce summaries of persistence diagrams that are suitable for implementation in machine learning. We will discuss some general stability results that allows users to quickly explore the stability of their custom created curves. Finally, we will explore a few applications of the framework.
Thursday, September 16 at 4:30pm to 5:30pm
Ayres Hall, 111
1403 Circle Drive, Knoxville, TN 37996