[Ml-stat-talks] Fwd: Reminder: CSML Seminar: Susan Murphy, Tomorrow, February 9, 2016 at 12:30pm | Computer Science Building, Room 105

Barbara Engelhardt bee at princeton.edu
Mon Feb 8 09:18:40 EST 2016


Talk of interest tomorrow.

---------- Forwarded message ----------

Susan Murphy-University of Michigan

CSML Seminar

Tuesday, February 9, 2016

12:30pm-1:30pm

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.


-- 
Barbara E Engelhardt
Assistant Professor
Department of Computer Science
Center for Statistics and Machine Learning
Princeton University
http://www.cs.princeton.edu/~bee
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