AMMI 2022 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 2022 by Michael Bronstein (Oxford), Joan Bruna (NYU), Taco Cohen (Qualcomm), and Petar Veličković (DeepMind) Lecture 1: Symmetry through the centuries • First neural networks and the “Perceptron affair” • The curse of dimensionality • First geometric architectures: neocognitron and CNNs • Chemical precursors of GNNs • Geometric deep learning blueprint • The "5G" of Geometric deep learning • Course outline Slides: https://www.dropbox.com/s/v8725hkhbejpllw/AIMS%202022%20-%20Lecture%201%20-%20introduction.pdf?dl=0 Additional materials: www.geometricdeeplearning.com