47 citations · 85 across the 12 of their papers we have counts for
Showing 2020Show all
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stat.ME2020★ 7 cited
Causal Discovery with Unobserved Confounding and non-Gaussian Data
Y. Samuel Wang, Mathias Drton
We consider recovering causal structure from multivariate observational data. We assume the data arise from a linear structural equation model (SEM) in which the idiosyncratic erro…
stat.ML2020★ 8 cited
FuDGE: A Method to Estimate a Functional Differential Graph in a High-Dimensional Setting
Boxin Zhao, Y. Samuel Wang, Mladen Kolar
We consider the problem of estimating the difference between two undirected functional graphical models with shared structures. In many applications, data are naturally regarded as…