XLII Workshop on Geometric Methods in Physics Białystok, 30.06–5.07.2025 XIV School on Geometry and Physics Białystok, 23–27.06.2025

Rita Fioresi


Geometric Deep Learning meets Quantum Groups: a quantum differential calculus approach to differential geometry on graphs for machine learning


The recent advancements in machine learning have prompted interest in discrete differential geometry. In this talk we present some state of the art techniques as sheaf neural networks in geometric deep learning and their interpretation via quantum differential calculus and quantum principal bundles, together with the quantum notions of connection and curvature.
Event sponsored by
University of Białystok
University of Białystok