Talks & Slides.
Selected Talks.
- 2020.
-
Invited Lecture on »Causal Models under Variable Transformations –
Challenges for Causally Consistent Representation Learning« at
the ETH Zurich, Switzerland / slides
- 2020.
-
Keynote on Causal Inference at the Lviv
Data Science Summer School Online / slides / recording
- 2019.
-
Invited tutorial on »Statistical Causal
Modelling in Cognitive Computational Neuroscience« at the 2019
Conference on Cognitive Computational Neuroscience (CCN), Berlin,
Germany; jointly organised and taught with D Janzing / slides / recording
More Talks and Meetings.
- 2022.
-
ETH-UCPH-TUM
Workshop on Graphical Models
- 2022.
-
BIRS
Workshop on »Combining Causal Inference and Extreme Value Theory in
the Study of Climate Extremes and their Causes« at the Banff
International Research Station
- 2021.
-
Invited speaker for the session »Recent Advances on Causal Inference and
Mediation Analysis« at JSM 2021
- 2020.
-
Guest lecture on »Reflections on Causal Inference — How to tackle Causal
Questions« at the IT University of Copenhagen, Denmark
- 2020.
-
Global Excellence Seminar »Causal Inference in neuroimaging«, Danish
Research Centre for Magnetic Resonance (DRCMR), Copenhagen, Denmark / slides
- 2019.
-
NeurIPS Causality 4 Climate
competition – winning team presentation remotely at NeurIPS 2019,
Vancouver, Canada / slides / recording
- 2019.
-
Talk on »Pragmatic Causal Modelling and Variable Transformations« at the
Copenhagen Causality Lab (CoCaLa), University of Copenhagen, Copenhagen,
Denmark
- 2019.
-
Talk on »Causal Consistency of SEMs & Causal Models as Posets of
Distributions« at the Oberwolfach Workshop »Foundations and New Horizons
for Causal Inference«, Mathematical Research Institute of Oberwolfach
(MFO), Germany
- 2017.
-
»An introduction to the different causal frameworks in neuroimaging« at
the International Workshop on Pattern Recognition in Neuroimaging
(PRNI), Toronto, Canada / slides
- 2017.
-
Talk on »Bridging the Gap: Causality in the Wild« at the Institute for
Machine Learning, ETH Zurich, Zurich, Switzerland
- 2017.
-
Talk on »Bridging the Gap: Causal Inference in Neuroimaging« at the
Division of Clinical Psychiatry Research, University of Zurich, Zurich,
Switzerland, Host: DR Bach
- 2016.
-
Talk on »How to obtain causal hypotheses from neuroimaging studies« at
the symposium »What
Neuroimaging Can Tell Us? From Correlation to Causation and Cognitive
Ontologies«, also with C Herrmann, M Lindquist, and R Poldrack, at
the annual meeting of the Organization for Human Brain Mapping (OHBM),
Geneva, Switzerland / slides / recording
- 2016.
-
Conference talk on »Recovery of non-linear cause-effect relationships
from linearly mixed neuroimaging data« at the International Workshop on
Pattern Recognition in Neuroimaging (PRNI), Trento, Italy / slides
- 2015.
-
Talk on »Causal interpretation rules for encoding and decoding models in
neuroimaging« at the LIINC Group, Columbia University, New York, USA,
Host: P Sajda / slides
- 2015.
-
Talk on »Causal interpretation rules for encoding and decoding models in
neuroimaging« at the Poldrack Lab, Stanford University, Stanford, USA,
Host: R Poldrack / slides
- 2015.
-
Talk on »Causal interpretation rules for encoding and decoding models in
neuroimaging« at the FMRIB Analysis Group, Oxford University, Oxford,
UK, Host: S Smith / slides
- 2015.
-
Talk on »Causal interpretation rules for encoding and decoding models in
neuroimaging« at the Uncertainty in Artificial Intelligence (UAI)
Workshop »Advances in Causal Inference«, Amsterdam, Netherlands / slides
- 2014.
-
Conference talk on »Causal and anti-causal learning in pattern
recognition for neuroimaging« at the International Workshop on Pattern
Recognition in Neuroimaging (PRNI), Tübingen, Germany
- 2014.
-
Conference talk on our best student paper »Decoding index finger
position from EEG using random forests« at the International Workshop on
Cognitive Information Processing (CIP), Copenhagen, Denmark