Matti Vihola

Matti Vihola

Professor
Unit
Faculty of Mathematics and Science
Department / Division
Department of Mathematics and Statistics
Room number
Email
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

Vihola, Matti
Publication
2020

Vihola, Matti

Research groups

Research group

Computational statistics and simulation methods

Development of reliable general inference algorithms for large probabilistic models without imposing restrictive modelling assumptions.

Projects

Project

Decision Analytics utilizing Causal Models and Multiobjective Optimization (DEMO)

Decision Analytics utilizing Causal Models and Multiobjective Optimization (DEMO) is a profiling (thematic research) area of the Ä¢¹½Ö±²¥.