Research

Interests

I am interested in just about any machine learning problem that is somewhat theoretical in nature. While I find probability and statistics fascinating in their own right, my research thus far has focused on applying tools and methods from these fields to get a better understanding of what we can guarantee about machine learning algorithms.

Current Projects

Currently I am working on algorithms for active and semi-supervised learning.

Publications

Conference and Journal Papers

Workshop Contributions