Toni Karvonen
MAIN — PUBLICATIONS — PRESENTATIONS
I am Academy of Finland Postdoctoral Researcher in the Department of Mathematics and Statistics at the University of Helsinki, Finland. My research is currently funded by the Academy project Scalable, adaptive and reliable probabilistic integration
. Previously I have been
- (2020–2021) Research Fellow on the Programme for Data-Centric Engineering at the Alan Turing Institute, London, UK, where I worked with Chris Oates and Mark Girolami.
- (2016–2020) Doctoral Student and Postdoctoral Researcher supervised by Simo Särkkä in the Department of Electrical Engineering and Automation at Aalto University, Espoo, Finland. I completed my doctoral degree in 2019.
- (2010–2015) Student in the Department of Mathematics and Statistics at the University of Helsinki, Finland. I obtained my Bachelor's (in mathematics) and Master's degrees (in applied mathematics) in 2015.
Research interests
I am interested in positive-definite kernels and reproducing kernel Hilbert spaces in the context of numerical analysis, statistical modelling and machine learning. My current research focusses on the following topics:
- Approximation and integration in reproducing kernel Hilbert spaces.
- Gaussian process interpolation.
- Probabilistic numerics and Bayesian quadrature.
See my full list of publications and my Google Scholar profile.
Contact information
Email:
toni.karvonen@helsinki.fi
toni.karvonen@helsinki.fi
Street address:
Room B326, Exactum
Pietari Kalmin katu 5
00560 Helsinki, Finland
Room B326, Exactum
Pietari Kalmin katu 5
00560 Helsinki, Finland
Postal address:
P.O 68 (Pietari Kalmin katu 5)
00014 University of Helsinki
Finland
P.O 68 (Pietari Kalmin katu 5)
00014 University of Helsinki
Finland