Lecture 1: A Brief History of Geometric Deep Learning - Michael Bronstein

Video recording of the First Italian Summer School on Geometric Deep Learning, which took place in July 2022 in Pescara.

[hyperduality]

Syntax is dual to semantics -- languages, communication or information.
If mathematics is a language then it is dual.
Messages or communication are dual -- sender is dual to receiver (Shannon information theorem).
Neurons are communicating with each other all the time.
"Always two there are" -- Yoda.

[viniciusdemoraesnascimento]

Awesome! Engineering is getting close to the very roots of the all sciences, Sacred Geometry.

[theoreticalorigamiresearch]

Good overview. Will pick up the book once published. In-depth structural biology maths may or may not be mentioned. What about (geometric) transfer learning? This is something Guillaume Verdon has been working on and I infer you are familiar with it as well. Cheers!