Assistant Professor of Applied Mathematics, Massachusetts Institute of Technology
Principal Investigator, Computer Science and Artificial Intelligence Laboratory
I am a theoretical computer scientist, and a major goal in my work is to give algorithms with provable guarantees for various problems in machine learning. See my publications and talks for more information.
If you are interested in recent developments in algorithms for machine learning, check out these lecture notes!
I co-organized Topic Models: Computation, Application, and Evaluation at NIPS 2013.
I co-taught a Spectral Methods Minicourse at Princeton University.
Email: "lastname" at mit dot edu
Offices: E17-328 (default) and 32-G594