13 citations · 31 across the 5 of their papers we have counts for
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stat.ME2019★ 10 cited
ABCD-Strategy: Budgeted Experimental Design for Targeted Causal Structure Discovery
Raj Agrawal, Chandler Squires, Karren Yang +2
Determining the causal structure of a set of variables is critical for both scientific inquiry and decision-making. However, this is often challenging in practice due to limited in…
stat.ME2018
Characterizing and Learning Equivalence Classes of Causal DAGs under Interventions
Karren D. Yang, Abigail Katcoff, Caroline Uhler
We consider the problem of learning causal DAGs in the setting where both observational and interventional data is available. This setting is common in biology, where gene regulato…