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Keyword Search Criteria: Treatment rule returned 9 record(s)
Sunday, 07/29/2018
High-dimensional Cost-constrained Regression via Non-convex Optimization
Yufeng Liu, University of North Carolina at Chapel Hill
2:05 PM

A Single-Index Model with Multiple-Links
Hyung Park, Columbia University; Eva Petkova, NYU School of Medicine; Thaddeus Tarpey, Wright State University; Todd Ogden, Columbia University
5:05 PM

Monday, 07/30/2018
Learning Individualized Treatment Rules from Electronic Health Records Data
Yuanjia Wang, Columbia University
9:00 AM

Improved Doubly Robust Estimation in Learning Individualized Treatment Rules
Yinghao Pan, Fred Hutchinson Cancer Research Center; Yingqi Zhao, Fred Hutchinson Cancer Research Center
11:05 AM

Tuesday, 07/31/2018
SuperLearning and Tree-Regression for Developing Treatment Rules That Optimize Health Outcomes
Andre Kurepa Waschka, University of California, Berkeley


Semiparametric Single-Index Models for Optimal Treatment Regimes with Censored Outcomes
Jin Wang, University of North Carolina at Chapel Hill; Danyu Lin, University of North Carolina; Donglin Zeng, UNC Chapel Hill
10:35 AM

Estimation and Optimization of Composite Outcomes
Daniel J Luckett, University of North Carolina at Chapel Hill; Eric Laber, North Carlina State University; Michael Kosorok, University of North Carolina at Chapel Hill
11:15 AM

Thursday, 08/02/2018
Inferential Challenges in Machine Learning and Precision Medicine
Michael Kosorok, University of North Carolina at Chapel Hill
8:35 AM

Treatment Heterogeneity and Treatment Eligibility Estimations Using Random Forest Methods
Min Lu, University of Miami; Eugene H. Blackstone, Cleveland Clinic; Hemant Ishwaran, University of Miami
9:35 AM