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Active learning for optimal intervention design in causal models.

J. Zhang, L. Cammarata, C. Squires, T. Sapsis, and C. Uhler. Nat. Mac. Intell., 5 (10): 1066-1075 (October 2023)

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Angela Chandler

Shane Squires

Silvia Chandler

Rebecca Chandler-Wilde

Other publications of authors with the same name

Efficient Permutation Discovery in Causal DAGs.C. Squires, J. Amaniampong, and C. Uhler. CoRR, (2020)Direct Estimation of Differences in Causal Graphs.Y. Wang, C. Squires, A. Belyaeva, and C. Uhler. NeurIPS, page 3774-3785. (2018)Size of Interventional Markov Equivalence Classes in random DAG models.D. Katz, K. Shanmugam, C. Squires, and C. Uhler. AISTATS, volume 89 of Proceedings of Machine Learning Research, page 3234-3243. PMLR, (2019)Active Learning for Optimal Intervention Design in Causal Models.J. Zhang, L. Cammarata, C. Squires, T. Sapsis, and C. Uhler. CoRR, (2022)Causal Imputation via Synthetic Interventions.C. Squires, D. Shen, A. Agarwal, D. Shah, and C. Uhler. CLeaR, volume 177 of Proceedings of Machine Learning Research, page 688-711. PMLR, (2022)ABCD-Strategy: Budgeted Experimental Design for Targeted Causal Structure Discovery.R. Agrawal, C. Squires, K. Yang, K. Shanmugam, and C. Uhler. AISTATS, volume 89 of Proceedings of Machine Learning Research, page 3400-3409. PMLR, (2019)Permutation-Based Causal Structure Learning with Unknown Intervention Targets.C. Squires, Y. Wang, and C. Uhler. UAI, volume 124 of Proceedings of Machine Learning Research, page 1039-1048. AUAI Press, (2020)Causal Imputation for Counterfactual SCMs: Bridging Graphs and Latent Factor Models.A. Ribot, C. Squires, and C. Uhler. CLeaR, volume 236 of Proceedings of Machine Learning Research, page 1141-1175. PMLR, (2024)Active Structure Learning of Causal DAGs via Directed Clique Tree.C. Squires, S. Magliacane, K. Greenewald, D. Katz, M. Kocaoglu, and K. Shanmugam. CoRR, (2020)Causal Structure Discovery between Clusters of Nodes Induced by Latent Factors.C. Squires, A. Yun, E. Nichani, R. Agrawal, and C. Uhler. CLeaR, volume 177 of Proceedings of Machine Learning Research, page 669-687. PMLR, (2022)

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Disambiguation of "Squires, Chandler"

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Active learning for optimal intervention design in causal models.

Please choose a person to relate this publication to

Angela Chandler

Shane Squires

Silvia Chandler

Rebecca Chandler-Wilde

Other publications of authors with the same name

Disambiguation

BibSonomy

Disambiguation of "Squires, Chandler"

copydeleteadd this publication to your clipboardcommunity posthistory of this postURLDOIBibTeXEndNoteAPAChicagoDIN 1505HarvardMSOffice XML Active learning for optimal intervention design in causal models.

Please choose a person to relate this publication to

Angela Chandler

Shane Squires

Silvia Chandler

Rebecca Chandler-Wilde

Other publications of authors with the same name

Disambiguation

copy delete add this publication to your clipboard
community post
history of this post
URL
DOI
BibTeX
EndNote
APA
Chicago
DIN 1505
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Active learning for optimal intervention design in causal models.