Pekka Marttinen

Associate Professor (Tenured) in Machine Learning
M.Sc. in Applied Mathematics (University of Helsinki, 2004)
Ph.D. in Statistics (University of Helsinki, 2008)
Title of docent in Information and Computer Science (Aalto University, 2015)

Postal Address:
Helsinki Institute for Information Technology HIIT, Department of Computer Science
Aalto University
P.O.Box 15400
FIN-00076 AALTO, FINLAND
Street Address:
Room A317, Konemiehentie 2, Espoo, Finland
Email:
pekka.marttinen (at) aalto.fi
PekkaM

Research Group: Machine Learning for Health (Aalto-ML4H)


Research Interests


Publications

Full list of publications

Google Scholar

Selected Articles (Probabilistic Machine Learning, Causality)

Selected Articles (Large Language Models)

Selected Articles (Computational Biology and Health)

Selected Articles (Applications)

Software

I have (co-)authored the following software for population genetics. For code related to later articles by the group, see the respective articles.


Teaching

I am the responsible professor in the Major of Machine Learning, Data Science and Artificial Intelligence (Macadamia).

Courses I have taught: