Supervision

PhD Supervision

• Willem Theodorus Schooltink, Causality and Reinforcement Learning
• Yorgos Felekis, Learning Causal Abstractions

Project Supervision

• M. Dravucz, Jointly Learning Consistent Causal Abstraction Over Multiple Interventional Distributions, MSc by research at the University of Warwick, 2022
• M. Heggem, Graph Neural Networks to Process Threat Data, MSc dissertation at the University of Oslo, 2022
• W. Arild Dahl, Malware Detection using Recurrent Neural Networks, MSc dissertation at the University of Oslo, 2020
• S. Waisi, Analyzing AI Safety Problems in Reinforcement Learning, MSc dissertation at the University of Oslo, 2020
• M. Nini, Speech Emotion Recognition via Covariate Shift Adaptation, MSc dissertation at the University of Manchester, 2016

Advisory Supervision

• A. Wang-Hansen, Fair Automated Decision-making, MSc dissertation at the University of Oslo, 2020
• A. Egiazarov, Firearm Detection Through Component Decomposition, MSc dissertation at the University of Oslo, 2019
• L. Parker, Wind Power Predictions for Norwegian Wind Farms with Machine Learning, MSc dissertation at the University of Oslo, 2019
• S. Berdal, A Holistic Approach to Insider Threat Detection, MSc dissertation at the University of Oslo, 2018

Revision

• W.Schooltink, Topological Regularization of Support Vector Machines, MSc dissertation at the University of Bergen, 2023
• A.L. Henriksen, Learning Acquisition Functions for Cost-aware Bayesian Optimization, MSc dissertation at the University of Bergen, 2023
• D. Kocan, Attention-Guided Explainable Reinforcement Learning, MSc dissertation at the University of Oslo, 2023
• E.B. Taye, Accountability Module: Increasing Trust in Reinforcement Learning Agents, MSc dissertation at the University of Oslo, 2023
• A. Chaudhary and A. Sinha, Enterprises’ procurement data classification and spend visibility, MSc dissertation at BI Oslo, 2022
• M.K. Berntsen, Biological Analogies in Malware: Proposing a Phylogenetics-Inspired System for Malware Research, MSc dissertation at the University of Oslo, 2020
• I. Ytrehus, Detecting Buffer Overflows using Python, MSc dissertation at the University of Oslo, 2020
• T.F. Lyseggen, Keystroke as a Biometric for Authentication, MSc dissertation at the University of Oslo, 2019