Publications

Chandler Squires, Yuhao Wang, Caroline Uhler (2019). Permutation-Based Causal Structure Learning with Unknown Intervention Targets. UAI.

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Daniel Bernstein, Basil Saeed, Chandler Squires, Caroline Uhler (2019). Ordering-Based Causal Structure Learning in the Presence of Latent Variables. AISTATS.

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Dmitriy Katz, Karthikeyan Shannmugan, Chandler Squires, Caroline Uhler (2019). Size of Interventional Markov Equivalence Classes in Random DAG Models. ICML.

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Raj Agrawal, Chandler Squires, Karren Yang, Karthikeyan Shanmugan, Caroline Uhler (2019). ABCD-Strategy: Budgeted Experimental Design for Targeted Causal Structure Discovery. ICML.

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Yuhao Wang, Chandler Squires, Anastasiya Belyaeva, Caroline Uhler (2018). Direct Estimation of Differences in Causal Graphs. In NeurIPS.

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