[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
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, NJ 08544
capizzi at princeton.edu
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