Simo Särkkä
The group's research interests are in multi-sensor data processing systems with applications in location sensing, health and medical technology, machine learning, inverse problems, and brain imaging.
Ari Juhani Korhonen
My research interests are on data structures and algorithms, learning analytics, and software visualization. Especially I'm interested in developing applications for online teaching and learning in the context of computer science education. My current work is related to software tools and principles in the area of automatic assessment systems.
Luigi Acerbi
Our group focuses on probabilistic machine and human learning. We are interested in smart probabilistic algorithms, as implemented by brains and machines, that are robust and sample-efficient. Our research is roughly divided in two complementary goals that inform each other: (1) We develop new "smart" machine learning methods, in particular for approximate Bayesian inference; (2) We study human probabilistic inference and decision making by computational modeling of psychophysical experiments.