107 citations · 367 across the 28 of their papers we have counts for
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stat.ML2020★ 7 cited
Causal structure learning from time series: Large regression coefficients may predict causal links better in practice than small p-values
Sebastian Weichwald, Martin E Jakobsen, Phillip B Mogensen +3
In this article, we describe the algorithms for causal structure learning from time series data that won the Causality 4 Climate competition at the Conference on Neural Information…
q-bio.NC2020★ 46 cited
Causality in cognitive neuroscience: concepts, challenges, and distributional robustness
Sebastian Weichwald, Jonas Peters
While probabilistic models describe the dependence structure between observed variables, causal models go one step further: they predict, for example, how cognitive functions are a…