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20172022
most citedPermutation-based Causal Inference Algorithms with Interventions

56 citations · 128 across the 10 of their papers we have counts for

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Showing 2018Show all

2 papers · 1 filter

math.ST2018★ 7 cited

High-Dimensional Joint Estimation of Multiple Directed Gaussian Graphical Models

Yuhao Wang, Santiago Segarra, Caroline Uhler

We consider the problem of jointly estimating multiple related directed acyclic graph (DAG) models based on high-dimensional data from each graph. This problem is motivated by the…

stat.ME2018★ 11 cited

Direct Estimation of Differences in Causal Graphs

Yuhao Wang, Chandler Squires, Anastasiya Belyaeva +1

We consider the problem of estimating the differences between two causal directed acyclic graph (DAG) models with a shared topological order given i.i.d. samples from each model. T…