AMMI Course "Geometric Deep Learning" - Lecture 1 (Introduction) - Michael Bronstein

Video recording of the course "Geometric Deep Learning" taught in the African Master in Machine Intelligence in July-August 2021 by Michael Bronstein (Imperial College/Twitter), Joan Bruna (NYU), Taco Cohen (Qualcomm), and Petar Veličković (DeepMind)

Lecture 1: Symmetry through the centuries • The curse of dimensionality • Geometric priors • Invariance and equivariance • Geometric deep learning blueprint • The "5G" of Geometric deep learning • Graphs • Grids • Groups • Geodesics • Gauges • Course outline

Slides: bit.ly/3iw6AO9

Additional materials: www.geometricdeeplearning.com