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Research Fields
- Approximate probabilistic inference (applied mainly to Gaussian process models and stochastic
dynamical systems) - Statistical learning theory (using approaches from mathematical statistics, statistical physics,
information theory) - Statistical physics of complex systems
- Applications: Systems biology, environmental models