PDE and applications: Introduction to deep learning

  • Date:
  • Location: Ångströmlaboratoriet, Lägerhyddsvägen 1 64119
  • Lecturer: Benny Avelin
  • Contact person: Kaj Nyström
  • Seminarium

Abstract:

This is a series of lectures essentially making up a mini course on the subject. The idea is to cover the practical as well as the theoretical aspects. In fact, my hope with this series of lectures is to shine light on interesting pure math problems arising in the context of deep learning, that so far has gathered only a minute amount of attention.

The second lecture will be slightly more theoretical. We will go through what the optimization problem and the VC dimension problem.