Mikhail Belkin

Assistant Professor
Department of Computer Science and Engineering
Department of Statistics (courtesy)

The Ohio State University,
Computer Science and Engineering,
2015 Neil Avenue, Dreese Labs 597.
Columbus, OH 43210 [map]
phone: 614-292-5841
email: mbelkin at cse.ohio-state.edu
New: I am an organizer of 2009 Chicago Summer School/Workshop on Theory and Practice of Computational Learning


Papers

Algorithms

NIPS 02 Talk

Manifold Regularization

CV

CSE 630
Research interests

I am interested in artificial intelligence and statistical pattern recognition. My research focuses on designing and analyzing algorithms for machine learning based on non-linear structure of multi-dimensional data, such as manifold and spectral methods.

I am particularly interested in understanding the role of unlabeled data. Unlabeled data, arguably, plays a key role in natural learning, for example, in language acquisition. However our ability to use unlabeled data is still rudimentary for many inference tasks.




My research is partially supported by the NSF Early Career Award 0643916.

Personal:
Yusu
Little Sasha