Ozgur Sumer

sumer

I am a sixth year graduate student in the Department of  Computer Science at the University of  Chicago. My research interests include machine learning and theoretical computer science with applications in computational biology. I currently work on Dynamic Bayesian Inference with applications to protein flexibility and side-chain packing. I work with  László Babai, Umut Acar , Ramgopal Mettu , Alexander T. Ihler and David McAllester.

Publications

  • Ozgur Sumer, Umut A. Acar, Alexander T. Ihler, Ramgopal Mettu
        Maintaining MAP Configurations with Applications to Protein Sidechain Packing
        IEEE/SP 15th Workshop on Statistical Signal Processing (SSP), 2009.

  • Ozgur Sumer, Umut A. Acar, Alexander T. Ihler, Ramgopal Mettu
        Adaptive Inference on General Graphical Models
        Uncertainity in Artificial Intelligence (UAI), 2008.

  • Ozgur Sumer, Umut A. Acar, Alexander T. Ihler, Ramgopal Mettu
        Adaptive Bayesian Inference.
        Conference on Neural Information Processing Systems (NIPS), 2007.

  • Ozgur Sumer
        Partial Covering of Hypergraphs.
        Symposium on Discrete Algorithms (SODA), 2005.
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