Ghadi Al Hajj defending his PhD thesis.
Image:
Private

Ghadi Al Hajj defending his PhD thesis.

Successful PhD defense by Ghadi Al Hajj

Congratulations to Ghadi Al Hajj for successfully defending his PhD thesis and achieving the degree of Philosophiae Doctor at the University of Oslo on September 16th 2024!

Successful PhD defense by Ghadi Al Hajj

Congratulations to Ghadi Al Hajj for successfully defending his PhD thesis and achieving the degree of Philosophiae Doctor at the University of Oslo on September 16th 2024!

By Petter Bjørklund, Communication Advisor at SFI Visual Intelligence

Al Hajj is a researcher at University of Oslo and the research centre. His thesis, "Improving the Generalization of Machine Learning Models through the Incorporation of Domain Priors and Constraints", focuses on causality and domain knowledge.

Specifically, the thesis introduces a Python tool for simulating data based on causal structures and explores how causal insights can enhance machine learning models with the help of that tool. Finally, it investigates how external domain knowledge can improve deep learning models, with a case from immunodiagnostics.

The title of Al Hajj's trial lecture was "Diffusion Models".

Supervisors:

  • Professor Geir Kjetil Ferkingstas Sandve, Department of Informatics, University of Oslo, Norway
  • Professor Anne Helene Schistad Solberg, Department of Informatics, University of Oslo, Norway
  • Associate Professor Johan Pensar, Department of Mathematics, University of Oslo

Evaluation committee:

  • Associate Professor Jakub M. Tomczak, Eindhoven University of Technology, the Netherlands
  • Assistant Professor Sara Magliacane, University of Amsterdam, the Netherlands
  • Professor Adin Ramirez Rivera, Department of Informatics, University of Oslo, Norway
Al Hajj defending his PhD thesis. Photo: Private.

Latest news

My Research Stay at Visual Intelligence: Rami Al-Belmpeisi

March 15, 2026

Rami Al-Belmpeisi is a PhD Research Fellow in the Visual Computing section at DTU Compute, Technical University of Denmark. He visited Visual Intelligence in Tromsø from November 2025 to February 2026.

Visual Intelligence inspires future students at the UiT Open Day

March 12, 2026

Visual Intelligence researchers came to the UiT Open Day to inform the students about UiT's study programme, and inspire them to pursue AI-related studies and career paths.

Dagsavisen: Hun lærer kunstig intelligens å forstå medisinske bilder

March 4, 2026

Elisabeth Wetzer forsker på hvordan maskiner kan lære å analysere medisinske bilder – og samtidig forstå hva legene faktisk ser etter (Norwegian news article on dagsavisen.no)

My Research Stay at Visual Intelligence: Artur Radzivil

February 12, 2026

Artur Radzivil is a PhD Research Fellow at Vilnius Gediminas Technical University. He visited Visual Intelligence in Oslo from September to November 2025.

Centre Director Robert Jenssen meets Norwegian Minister of Research and Higher Education, Sigrun Aasland

February 6, 2026

Centre Director Robert Jenssen met with Sigrun Aasland, Norwegian Minister of Research and Higher Education, alongside UiT and Aker Nscale representatives to give an update on Aker Nscale's AI Giga Factory in Narvik, Norway.

Visual Intelligence represented at Arctic Frontiers 2026

February 4, 2026

Visual Intelligence was represented by Centre Director Robert Jenssen, Associate Professor Kristoffer Wickstrøm, and VI Alumna Sara Björk at the Arctic Frontiers side session "How can AI and satellite collaboration strengthen Arctic resilience?".

Petter Tømmeraas visits Visual Intelligence in Tromsø

February 3, 2026

Petter Tømmeraas, Director of Data Center Services at Aker Nscale, visited SFI Visual Intelligence to learn more about our research projects and AI startups established by former UiT students.

NLDL 2026 was a great success!

January 12, 2026

Attracting 280 international AI researchers, the Northern Lights Deep Learning Conference (NLDL) 2026 was successfully organized from January 5th to 9th 2026 at UiT The Arctic University of Norway in Tromsø, Norway.

Fruitful mentoring session with Professor Mihaela van der Schaar

January 11, 2026

Visual Intelligence hosted a special NLDL 2026 mentoring session for young researchers with Professor Mihaela van der Schaar – a globally renowned AI researcher and expert