Topological adventures in machine learning

09:00-09:20, January 28 @ 1A

Talk/ Overview

Assuming no background in topology, I will provide a brief overview of activity at the rapidly growing interface of machine learning and algebraic topology. I will sketch examples of both how machine learning can boost the performance of topological data analysis and how topology can improve interpretability of machine learning and lead to new ideas for machine learning tools.

Talk/ Speakers

Kathryn Hess Bellwald

Professor, EPFL

Talk/ Slides

Download the slides for this talk.Download ( PDF, 24279.98 MB)

Talk/ Highlights

19:25

Topological adventures in machine learning

With Kathryn Hess BellwaldPublished March 12, 2020

AMLD / Global partners