Mikhail Belkin Assistant Professor of Computer Science Department of Computer Science and Engineering The Ohio State University 2015 Neil Avenue, Dreese Labs 597. Columbus, OH 43210 [map] phone: 614-292-5841 email: mbelkin at cse.ohio-state.edu

A nice online Java demo for Manifold Regularization by Mike Rainey.

Papers Algorithms NIPS 02 Talk Manifold Regularization CV CSE 735

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 language acquisition. However our ability to use unlabeled data is still rudimentary for many inference tasks.

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

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