Abstract

Geometric methods in image processing, networks, and machine learning

Andrea Bertozzi
University of California, Los Angeles (UCLA)
Mathematics

Geometric methods have revolutionized the field of image processing and image analysis. Recently some of these concepts have shown promise for problems in high dimensional data analysis and machine learning on graphs.
I will briefly review the methods from imaging and then focus on the new methods for high dimensional data and network data.