Erik Lien Bolager, M.Sc.

Technical University of Munich

TUM School of CIT
Department of Computer Science
Boltzmannstrasse 3
85748 Garching
Germany

Office: MI 02.05.053
Mail: erik.bolager (at) tum.de

 

Background

  • Started my doctorate studies with Prof. Dr. Felix Dietrich in July 2022.
  • Received M.Sc. in Data Science from University of Oslo in January 2022.
  • Completed my Bachelor's degree in Informatics at University of Oslo in 2019.
  • Originally from Kristiansand, Norway

Research interests

  • Mathematical foundations of AI.
  • Convergence of neural networks, grasping a better understanding of when and how they work, through dynamical systems and operator theory.
  • Operator theory in connection with deep learning, and in particular the Koopman operator and the Laplace-(Beltrami) operator.
  • Sampling neural networks randomly.
  • Probabilistic deep learning, in particular normalizing flows. 

For publications, see Google Scholar