Ángel González-Prieto
Ángel González-Prieto
Assistant professor (Profesor Ayudante Doctor) of the Department of Algebra, Geometry and Topology at Universidad Complutense de Madrid. My research lies in the interface between complex geometry, algebraic geometry and theoretical physics. I am especially focused on Topological Quantum Field Theories, Geometric Invariant Theory, representation theory and Hodge theory. Moreover, I am interested in algebraic topology, especially in higher category theory and functor calculus. As a byproduct, I am interested in moduli spaces, mainly moduli spaces of parabolic Higgs bundles, and their relation with character varieties, gauge theory and theoretical physics.In addition, I also research in theoretical aspects of machine learning and big data. Particularly, I am interested in collaborative filtering based recommender systems as well as applications of highly parallelizable deep learning methods and generative adversarial networks (GANs) to real-time problems. Finally, I study the transference of geometric techniques to dimensional reduction problems and manifold learning.
38 Trabajos publicados
Compañías
Universidad Complutense de Madrid
No se ha especificado una descripción o un objeto social para esta compañía.
Universidad
Universidad Complutense de Madrid.
38 Trabajos publicados
Hybrid machine learning methods for risk assessment in gender-based crime.
Tecnologías
Topological Quantum Field Theory
character varieties
Geometric Invariant Theory
machine learning
Perfil de ORCID
0000-0003-2326-6752