# Matti Vihola

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Active JYU affiliations

- Department of Mathematics and Statistics, Professor

Previous or other affiliations

- Matti Vihola, Department of Mathematics and Statistics (University of Jyväskylä), Senior Lecturer
- Matti Vihola, Department of Mathematics and Statistics (University of Jyväskylä), Associate Professor

Research interests

Computer generated random numbers can be used in order to approximate quantities whose exact calculation is impossible. These so called Monte Carlo methods are needed for instance in reliable quantification of statistical uncertainty and with large data sets in machine learning.

Fields of science

Projects as Principal investigator

- Eksaktisti approksimoidut Monte Carlo -m
- Academy of Finland

- Exact approximate Monte Carlo methods for complex Bayesian inference
- Academy of Finland

- Exact approximate Monte Carlo methods for complex Bayesian inference (research costs)
- Academy of Finland

- Scalable methods for reliable Bayesian inference (SCALEBAYES)
- Academy of Finland