10 citations · 29 across the 20 of their papers we have counts for
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math.ST2021★ 2 cited
A Fast Non-parametric Approach for Local Causal Structure Learning
Mona Azadkia, Armeen Taeb, Peter Bühlmann
We study the problem of causal structure learning with essentially no assumptions on the functional relationships and noise. We develop DAG-FOCI, a computationally fast algorithm f…
stat.ME2021★ 1 cited
Learning and scoring Gaussian latent variable causal models with unknown additive interventions
Armeen Taeb, Juan L. Gamella, Christina Heinze-Deml +1
With observational data alone, causal structure learning is a challenging problem. The task becomes easier when having access to data collected from perturbations of the underlying…