Paul-Christian Burkner

Paul-Christian Burkner is a researcher in the Department of Computer Science at Aalto University. His work focuses on Bayesian statistical methods, computational modeling, and probabilistic programming. He collaborates with Professor Aki Vehtari's research group and has published extensively on topics like model sensitivity, spatiotemporal analysis, and variable selection techniques.

His research interests include:

• Bayesian inference and model comparison
• Computational statistics
• Probabilistic programming
• Machine learning algorithms
• Statistical modeling in social sciences
• Neuroimaging data analysis

Recent publications demonstrate expertise in simulation-based calibration, spatiotemporal modeling, and Gaussian process approximations. Collaborations span psychology, neuroscience, and machine learning domains.

Contact: ext-paul-christian.burkner@aalto.fi