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Split-Treatment Analysis to Rank Heterogeneous Causal Effects for Prospective Interventions

Nov 11, 2020
Yanbo Xu, Divyat Mahajan, Liz Manrao, Amit Sharma, Emre Kiciman

* To be published in WSDM 

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DeepRite: Deep Recurrent Inverse TreatmEnt Weighting for Adjusting Time-varying Confounding in Modern Longitudinal Observational Data

Oct 28, 2020
Yanbo Xu, Cao Xiao, Jimeng Sun

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HOLMES: Health OnLine Model Ensemble Serving for Deep Learning Models in Intensive Care Units

Aug 10, 2020
Shenda Hong, Yanbo Xu, Alind Khare, Satria Priambada, Kevin Maher, Alaa Aljiffry, Jimeng Sun, Alexey Tumanov

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RAIM: Recurrent Attentive and Intensive Model of Multimodal Patient Monitoring Data

Jul 23, 2018
Yanbo Xu, Siddharth Biswal, Shriprasad R Deshpande, Kevin O Maher, Jimeng Sun

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A Bayesian Nonparametric Approach for Estimating Individualized Treatment-Response Curves

Dec 10, 2016
Yanbo Xu, Yanxun Xu, Suchi Saria

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