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Challenges of Using Text Classifiers for Causal Inference.
Wood-Doughty Z, Shpitser I, Dredze M. Wood-Doughty Z, et al. Among authors: shpitser i. Proc Conf Empir Methods Nat Lang Process. 2018 Oct-Nov;2018:4586-4598. Proc Conf Empir Methods Nat Lang Process. 2018. PMID: 31633125 Free PMC article.
Intervening on Network Ties.
Sherman E, Shpitser I. Sherman E, et al. Among authors: shpitser i. Uncertain Artif Intell. 2019 Jul;2019:352. Uncertain Artif Intell. 2019. PMID: 31885519 Free PMC article.
Machine Learning Methods Uncover Radiomorphologic Dose Patterns in Salivary Glands that Predict Xerostomia in Patients with Head and Neck Cancer.
Jiang W, Lakshminarayanan P, Hui X, Han P, Cheng Z, Bowers M, Shpitser I, Siddiqui S, Taylor RH, Quon H, McNutt T. Jiang W, et al. Among authors: shpitser i. Adv Radiat Oncol. 2018 Nov 29;4(2):401-412. doi: 10.1016/j.adro.2018.11.008. eCollection 2019 Apr-Jun. Adv Radiat Oncol. 2018. PMID: 31011686 Free PMC article.
Structure Learning Under Missing Data.
Gain A, Shpitser I. Gain A, et al. Among authors: shpitser i. Proc Mach Learn Res. 2018 Sep;72:121-132. Proc Mach Learn Res. 2018. PMID: 30984917 Free PMC article.
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