Topological machine learning group

Welcome to Topological Machine Learning Group at the University of Texas at Dallas. Our primary area of interest lies at the crossroads of Topological Data Analysis and Machine Learning. At present, our studies revolve around tackling challenges associated with the realm of TDA, enhancing graph representation learning, and bringing new approaches to medical image analysis.

Our ongoing projects encompass a broad spectrum of applications. These range from utilizing TDA for drug discovery, resilience of power networks, anomaly detection, conducting blockchain analysis, cancer diagnosis from histopathological images, chest X-ray screening, as well as evaluating brain tumor grading. For further details, please check our research page.