Matti Vihola

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Professor

Unit

Faculty of Mathematics and Science

Department / Division

Department of Mathematics and Statistics

Room number

matti.s.vihola@jyu.fi

Mobile

+358408053448

Postal address

Ahlmaninkatu 2

Fields of science

112 Statistics and probability

Biography

I am broadly interested in computational statistics and applied probability. My research works are mostly about algorithms which involve randomness. We analyse their behaviour theoretically and develop new algorithms which are better than the existing ones.

Research interests

Monte Carlo methods, Bayesian inference, stochastic approximation and stochastic optimisation

Publications

Publication

2024

Journal of Computational and Graphical Statistics.

Karppinen, Santeri

Singh, Sumeetpal S.

Vihola, Matti

Publication

2024

Journal of Artificial Intelligence Research.

Karvanen, Juha

Tikka, Santtu

Vihola, Matti

Publication

2022

Environmental and Ecological Statistics.

Kuronen, Mikko

Särkkä, Aila

Vihola, Matti

Myllymäki, Mari

Publication

2022

Ecological Modelling.

Karppinen, Santeri

Rajala, Tuomas

Mäntyniemi, Samu

Kojola, Ilpo

Vihola, Matti

Publication

2022

Annals of Statistics.

Chopin, Nicolas

Singh, Sumeetpal S.

Soto, Tomás

Vihola, Matti

Publication

2021

The R Journal.

Helske, Jouni

Vihola, Matti

Publication

2021

Statistics and Computing.

Karppinen, Santeri

Vihola, Matti

Publication

2021

SIAM/ASA Journal on Uncertainty Quantification.

Chada, Neil K.

Franks, Jordan

Jasra, Ajay

Law, Kody J.

Vihola, Matti

Publication

2020

GitHub.

Vihola, Matti

Publication

2020

GitHub.

Vihola, Matti

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Matti Vihola

Biography

Research interests

Publications

Computational statistics and simulation methods

Decision Analytics utilizing Causal Models and Multiobjective Optimization (DEMO)