Sequential Monte Carlo methods

Lecturer (February 2025 @ Linköping University)

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Advanced probabilistic machine learning

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

<Lecture note>

A computational introduction to stochastic differential equations

Responsible lecturer (winter 2022 @ Uppsala University)

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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)