Below you can download slides for my talks grouped by topic/publication. If I can be of help by sharing the source files please just drop me a line. I am happy to receive criticism, comments or helpful suggestions via email: .

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NeurIPS Causality 4 Climate competition – winning team presentation

Team of the Copenhagen Causality Lab (CoCaLa)
Causality 4 Climate Competition, NeurIPS, 2019 Our team won the Causality 4 Climate NeurIPS competition! Among all 190 competitors, with 40 very active, we won the most categories with 18 out of 34, came in second place in all remaining 16 categories, and won the overall competition by achieving an average AUC-ROC score of 0.917 (2nd and 3rd place achieved 0.722 and 0.676, respectively).
code / competition results

Inferring causality from observations

D Janzing, S Weichwald
Causal inference Tutorial, Conference on Cognitive Computational Neuroscience (CCN), 2019

An introduction to the different causal frameworks in neuroimaging

S Weichwald
Causality Tutorial, International Workshop on Pattern Recognition in Neuroimaging (PRNI), 2017
  • PRNI Tutorial 2017 / pdf

How to obtain causal hypotheses from neuroimaging studies?

S Weichwald
Symposium "What Neuroimaging Can Tell Us? From Correlation to Causation and Cognitive Ontologies", OHBM, 2016 Main reference: Causal interpretation rules for encoding and decoding models in neuroimaging, NeuroImage, 2015.

Recovery of non-linear cause-effect relationships from linearly mixed neuroimaging data

S Weichwald, A Gretton, B Schölkopf, M Grosse-Wentrup
International Workshop on Pattern Recognition in Neuroimaging (PRNI), 2016
  • PRNI Workshop, June 2016 / pdf
arXiv / code / doi / pdf

Causal interpretation rules for encoding and decoding models in neuroimaging

S Weichwald, T Meyer, O Özdenizci, B Schölkopf, T Ball, M Grosse-Wentrup
NeuroImage, 110:4859, 2015
  • UAI Workshop "Advances in Causal Inference", July 2015 / pdf
  • FMRIB Analysis Group, Oxford University, July 2015 / pdf
  • Poldrack Lab, Stanford University, September 2015 / pdf
  • LIINC, Columbia University, October 2015 / pdf
arXiv / doi / explainer video (5 min)
pdf / tutorial video (35 min)
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