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The Annals of Thoracic Surgery|December 10, 2021
Leveraging Machine Learning to Predict 30-Day Hospital Readmission After Cardiac SurgeryEli Sherman, Diane Alejo, Zach Wood-Doughty, et al.Proceedings of the Conference on Empirical Methods in Natural Language Processing. Conference on Empirical Methods in Natural Language Processing|October 22, 2019
Challenges of Using Text Classifiers for Causal InferenceZach Wood-Doughty, Ilya Shpitser, Mark DredzeProceedings of Machine Learning Research|December 14, 2020
General Identification of Dynamic Treatment Regimes Under InterferenceEli S Sherman, David Arbour, Ilya ShpitserJournal of Statistical Computation and Simulation|March 27, 2023
Nonmyopic and pseudo-nonmyopic approaches to optimal sequential design in the presence of covariatesMia Sato Tackney, Dave Woods, Ilya ShpitserProceedings of Machine Learning Research|December 7, 2020
Identification and Estimation of Causal Effects Defined by Shift InterventionsNumair Sani, Jaron J R Lee, Ilya ShpitserUncertainty in Artificial Intelligence : Proceedings of the ... Conference. Conference on Uncertainty in Artificial Intelligence|April 16, 2019
Acyclic Linear SEMs Obey the Nested Markov PropertyIlya Shpitser, Robin J Evans, Thomas S RichardsonAmerican Journal of Epidemiology|January 6, 2026
Resurrecting complete-case analysis: A defenseMaya B Mathur, Ilya Shpitser, Tyler J VanderWeeleJournal of the American Statistical Association|October 17, 2022
Semiparametric Inference for Nonmonotone Missing-Not-at-Random Data: The No Self-Censoring ModelDaniel Malinsky, Ilya Shpitser, Eric J Tchetgen TchetgenJournal of Computational Biology : a Journal of Computational Molecular Cell Biology|April 10, 2010
Detecting the presence and absence of causal relationships between expression of yeast genes with very few samplesEun Yong Kang, Chun Ye, Ilya Shpitser, et al.Journal of the American Statistical Association|November 18, 2024
An Automated Approach to Causal Inference in Discrete SettingsGuilherme Duarte, Noam Finkelstein, Dean Knox, et al.Pageof 6