Giovanni Luca Marchetti

I am a postdoctoral researcher at the Department of Mathematics under the supervision of Prof. Kathlén Kohn.

My research focuses on geometric methods for machine learning and statistics. More specifically, I am interested in algebro-geometric aspects of deep neural networks, manifold/representation learning, geometric density estimation, and topological data analysis. Please visit my Google Scholar profile for a list of research works.

Formerly, I obtained my doctoral degree at the Division of Robotics, Perception and Learning (RPL) under the supervision of Prof. Danica Kragic.