[talks] CSML Seminar: Susan Murphy, Tuesday, February 9, 2016 at 12:30pm | Computer Science Building, Room 105

Nicole E. Wagenblast nwagenbl at CS.Princeton.EDU
Tue Feb 2 15:54:07 EST 2016

Susan Murphy-University of Michigan 

CSML Seminar 

Tuesday, February 9, 2016 


Computer Science Building, Room 105 

* Lunch will be provided * 

Title: “Learning treatment policies in mobile health” 

Abstract: We describe a sequence of steps that facilitate effective learning of treatment policies in mobile health. These include a clinical trial with associated sample size calculator and data analytic methods. An off-policy Actor-Critic algorithm is developed for learning a treatment policy from this clinical trial data. Open problems abound in this area, including the development of a variety of online predictors of risk of health problems, missing data and disengagement. 

If you would like to be added to the CSML listserv, please email capizzi at princeton.edu . 


Joseph D. Capizzi Jr. 

Administrative Assistant to the Director 

Center for Statistics and Machine Learning 

Green Hall, 3-C-5 

Princeton University 

Princeton, NJ 08544 

capizzi at princeton.edu 


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