Hi! My name is Inés

I’m currently a postdoctoral researcher in the AIDOS group at the University of Fribourg, working with Prof. Bastian Rieck.

My research is at the intersection of algebraic topology and geometry, and machine learning. I am interested in developing new methods that help us extract “shape” features from data, and to leverage them to understand modern deep learning models.

I recently completed my PhD at the London School of Geometry and Number Theory, a joint programme between Imperial College London, University College London, and King’s College London. I was based at Imperial College, working alongside Prof. Anthea Monod.

My thesis was titled Topological Invariants for Data: Duality, Stability, and Applications to Machine Learning and Statistical Inference. You can check a copy here.