Time series and sequence learning (732A80)

Responsible lecturer (autumn 2025 @ Linköping University)

Deep learning (TDDE70)

Examiner (spring 2025 @ Linköping University)

Sequential Monte Carlo methods

Lecturer (February 2025 @ Linköping University)

Machine learning (TDDE69)

Lecturer (winter 2024 @ Linköping University)

Advanced probabilistic machine learning

Lecturer (autumn 2022, 2023, 2024 @ Uppsala University)

A computational introduction to stochastic differential equations

Responsible lecturer (winter 2022 @ Uppsala University)

ELEC-EV001 Bayesian nonparametrics in machine learning

Guest lecturer (winter 2021 @ Aalto University)

ELEC-E8740 Basics of sensor fusion D

Examiner and assistant (winter 2021 @ Aalto University)

ELEC-E8106 Bayesian filtering and smoothing

Teaching assistant and lecturer (spring 2021 @ Aalto University)

ELEC-E8105 Non-linear filtering and parameter estimation

Teaching assistant (spring 2020 @ Aalto University)

ELEC-E8739 AI in health technologies (with Leo Kärkkäinen)

Teaching assistant (2018-2019 @ Aalto University)

If you are interested in doing a master thesis in statistics or machine learning, please feel free to drop me an email.