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I am a postdoc at the Machine Learning Department
of
Carnegie Mellon University. My main interests are in combining theoretical
and applied aspects of machine learning, statistics,
convex optimization and algorithms. More specifically, I am interested in problems
where the available data sets are small, but the dimension of the solution space is large.
I am a member of the SELECT lab at CMU. Currently, I am working with Geoff Gordon
on decision making under uncertainty in the context of multi-agent learning and planning.
I also pursue research in small sample density estimation with the main
application in modeling species habitats.
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