Bilde av Mylius-Kroken, Johan
Photo: Petter Bjørklund
Bilde av Mylius-Kroken, Johan
Doctoral Research Fellow Department of Physics and Technology johan.m.kroken@uit.no +4777644202 Tromsø

Johan Mylius-Kroken


Job description

PhD Fellow in Machine Learning.

My research is about how deep learning models behave and what they learn. Primarily this is done using elements from information theory and statistical mathematics. I have a background from computational astrophysics where I used machine learning techniques in an attempt at finding relativistic effect in the large scale structure formation of the Universe, via simulations.


  • Youssef Wally, Johan Mylius-Kroken, Michael Kampffmeyer, Rezvan Ehsani, Vladan Milosevic, Elisabeth Wetzer :
    Flatland and Beyond: Mutual Information Across Geometries
    IEEE International Conference on Computer Vision Workshop (ICCVW) 19. October 2025 DOI
  • Johan Mylius-Kroken, Kristoffer Wickstrøm, Elisabeth Wetzer, Ali Ramezani-Kebrya, Robert Jenssen :
    Can a Convex Partition caused by a CPWL Neural Network be used for Density Estimation?
    National conference on image processing and machine learnin 2025

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