Geometric AI: Equivariant, Topological and Geometric Deep Learning

Catalog description

Introduces students to the extensions of deep learning that analyze complex geometric data types, such as graphs, meshes, shapes, and deformations. We present equivariant, geometric, and topological deep learning to uncover the unifying, geometric principles of artificial intelligence.