Publications | Chandler Squires

Anastasiya Belyaeva, Louis Cammarate, Adityanarayanan Radhakrishnan, Chandler Squires, Karren Dai Yang, G.V. Shivashankar, Caroline Uhler (2021). Causal Network Models of SARS-CoV-2 Expression and Aging to Identify Candidates for Drug Repurposing. Nature Communications.

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Chandler Squires, Sara Magliacane, Kristjan Greenwald, Dmitriy Katz, Murat Kocaoglu, Karthikeyan Shanmugam (2020). Active Structure Learning of Causal DAGs via Directed Clique Trees. NeurIPS 2020.

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Chandler Squires, Yuhao Wang, Caroline Uhler (2019). Permutation-Based Causal Structure Learning with Unknown Intervention Targets. UAI 2020.

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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 2020.

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

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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 2019.

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

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