Teaching & Supervision.

Supervision.

Alexander G Reisach, MSc Research Internship on DAG Learning (cf. article), 2020/21
Eigil Fjeldgren Rischel, MSc Project on Category Theory and Causality (cf. article), 2020
Safa Mohamed, Graduation Project as part of the African Master’s in Machine Intelligence (AMMI), jointly supervised with Nasim Rahaman, 2020/21
… and BSc/MSc projects on causality in fMRI analysis, emergence in SCMs, and others …

2023/24, Block IV.: »Project in Statistics«
2023/24, Block III.: »Models for Complex Systems«
2022/23, Block IV.: »Project in Statistics«
2022/23, Block III.: »Models for Complex Systems«
2022/23, Block I.: »Seminar in Statistics«
2021/22, Block IV.: »Project in Statistics«
2021/22, Block III.: »Models for Complex Systems«
2021/22, Block II.: »Statistics for Bioinformatics and eScience«
2020/21, Block IV.: »Project in Statistics« (project supervisor for the ICA/EEG project)
2020/21, Block II.: »Statistics for Bioinformatics and eScience«
2019/20, Block IV.: »Project in Statistics« (project supervisor for the ICA/EEG project)
2019/20, Block III.: »Modern Topics in Statistics« (shrinkage, causality, ICA)

Slides and recordings of some causality tutorials below can be found under talks & slides.

2021.: Jonas Peters and myself will give a tutorial on causality as part of a week on »AI for Economics and Finance«, Paris Sciences et Lettres (PSL) University
2021.: Sorawit Saengkyongam and myself will give a course on practical aspects of causal inference at the Lviv Data Science Summer School 2021
2019.: Tutorial on »Inferring causality from observations« together with D Janzing at the Conference on Cognitive Computational Neuroscience (CCN), Berlin, Germany
2018.: Student project supervision at the Graduate Training Centre of Neuroscience, Tübingen, Germany
2017.: Organisation, supervision, and grading of the applied challenges for the ~400 students taking the machine learning course at ETH Zurich, Zurich, Switzerland
2017.: »An introduction to the different causal frameworks in neuroimaging«, tutorial at the International Workshop on Pattern Recognition in Neuroimaging (PRNI), Toronto, Canada
2013.: SAMPI, a week-long pupils academy on machine learning at the Max Planck Institute for Intelligent Systems, Tübingen, Germany; jointly organised with J Peters and M Schober
2008–2010.: Three two-day C programming courses for students of the Schüler-Ingenieur-Akademie; jointly organised/taught with a colleague