WP3: Geometry of deep learning
WP3: Geometry of deep learning
WP3 integrates complementary and interrelated tasks addressing multiple aspects of the mathematical modeling of (geometric) deep learning and, more broadly, machine learning algorithms, viewed through different mathematical lenses: information geometry, topological data analysis, and differential geometry. It builds upon the theoretical advances developed in the other work packages.