Topological Data Analysis

Machine Learning Research

Researching ways to incorporate multiresolution persistent homology representations into probability models. For background on persistent homology, refer to the following papers:

My interest in this particular problem was piqued upon reading the following papers dealing with multiresolution persistent homology:

If interested in hearing more about this project, feel free to contact me.