Portfolio item number 1
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Posts by Collection
CV
portfolio
Portfolio item number 2
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publications
Greedy Learning of Causal Structures in Additive Noise Models
Published in Journal 1, 2019
Causal structure learning in static systems
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Causal structure learning from time series: Large regression coefficients may predict causal links better in practice than small p-values
Published in Proceedings of Machine Learning Research (PMLR), 2020
Causal structure learning in dynamical systems
Recommended citation: Weichwald, Sebastian, et al. "Causal structure learning from time series: Large regression coefficients may predict causal links better in practice than small p-values." NeurIPS 2019 Competition and Demonstration Track. PMLR, 2020. http://proceedings.mlr.press/v123/weichwald20a/weichwald20a.pdf
Invariant Ancestry Search
Published in Proceedings of Machine Learning Research (PMLR), 2022
Invariant Ancestry Search
Recommended citation: Phillip B Mogensen, Nikolaj Thams, Jonas Peters Proceedings of the 39th International Conference on Machine Learning, PMLR 162:15832-15857, 2022. https://proceedings.mlr.press/v162/mogensen22a/mogensen22a.pdf
talks
teaching
Teaching experience prior to Ph.D.
Undergraduate courses, University 1, Department, 2014
The below is a comprehensive list of every course I taught before starting my Ph.D. in August 2019:
Teaching responsibilities during PhD
Undergraduate and graduate courses, University 1, Department, 2019
The below is a list of my teaching responsibilities during my PhD (updates to come)