Publications

Chandler Squires, Joshua Amaniampong, Caroline Uhler (2020). Efficient Permutation Discovery in Causal DAGs.

Chandler Squires, Dennis Shen, Anish Agarwal, Devavrat Shah, Caroline Uhler (2020). Causal Imputation via Synthetic Interventions.

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

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

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

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

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

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