Associate professor in computational probabilistic modeling at Aalto University

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Research

My research interests are Bayesian probability theory and methodology, Bayesian workflow, probabilistic programming, inference methods such as Laplace, EP, VB, MC, inference and model diagnostics, model assessment and selection, Gaussian processes, and hierarchical models.

Books

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Teaching