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General Information

Full Name Albert Kjøller Jacobsen
E-mail name@dtu.dk by replacing name with akjja

Education

  • 2025-2028
    PhD (DDSA Fellowship)
    Technical University of Denmark
    • Project on Geometric Approximate Bayesian Inference, supervised by Georgios Arvanitidis.
    • Funded by the Danish Data Science Academy (DDSA), PhD Fellowship 2025.
  • 2022-2025
    MSc. Eng. in Human-Centered Artificial Intelligence
    Technical University of Denmark
    • Thesis on Riemannian Sharpness-Aware Minimization for General Losses.
  • 2019-2022
    BSc. Eng. in Artificial Intelligence and Data Science
    Technical University of Denmark
    • Thesis on Visual Question Answering with Knowledge-based Semantics.
    • Exchange semester at École Polytechnique Fédérale de Lausanne (EPFL), Switzerland, autumn 2021.

Experience

  • Feb. 2025-now
    Research Assistant, w. Georgios Arvanitidis
    Technical University of Denmark
    • Working on geometric analysis of deep learning.
  • Feb.-Jun. 2024
    Student Assistant, w. Lars Kai Hansen
    Technical University of Denmark
    • Working on the project "Cognitive spaces - next generation AI explainability".
  • 2022-2024
    Student Assistant
    Danish Energy Agency
    • Working on weather-based energy modeling and forecasting with machine learning.

Grants, Awards, etc.

  • 2025
    • Awarded 1 of 11 DDSA PhD Fellowship Grants 2025 for pursuing my own research project on Geometric Approximate Bayesian Inference (~ 1.995.000 DKK).
  • 2024
    • Runner up (top three) for the best short paper at the NeurIPS ENSLP workshop (with How Redundant is the Transformer Stack in Speech Representation Models).

Academic Interests

  • Probabilistic machine learning, deep learning theory, differential geometry, signal processing and optimization.