Teaching

Instructor

Special Course on Simulation-Based Inference, Aalto University, Spring 2026. Designed and taught an advanced MSc/PhD-level course for 15 students, with approximately 10 contact hours. Topics included approximate Bayesian computation, neural posterior and likelihood estimation, Monte Carlo methods, practical SBI implementations, and student-led presentations of recent research.

Teaching assistant

• Stochastic Processes, MSc level, Fall 2018–2020, Aalborg University.
• Probability and Statistics, BSc level, Spring 2019–2020, Aalborg University.
• Mathematics for Electronics Engineering, BSc level, Fall 2019, Aalborg University.

Project supervision

• Behram Ulukir, BSc thesis on robust Bayesian sequential experimental design, Aalto University, 2024.
• Jana Fischer, 5 ECTS MSc seminar project on likelihood-free model selection, Aalto University, 2023.
• Group semester projects, 15 ECTS each, Mathematical Technology BSc and MSc students, Aalborg University; projects on calibration of directional radio channel models using approximate Bayesian computation.