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All publications by Dmitry Malioutov
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Large-scale log-determinant computation through stochastic Chebyshev expansions
Insu Han, Dmitry Malioutov and Jinwoo Shin
Proceedings of the 32nd International Conference on Machine Learning (ICML-15), 2015


Convex Total Least Squares
Dmitry Malioutov and Nikolai Slavov
Proceedings of the 31st International Conference on Machine Learning (ICML-14), 2014


Exact Rule Learning via Boolean Compressed Sensing
Dmitry Malioutov and Kush Varshney
Proceedings of the 30th International Conference on Machine Learning (ICML-13), 2013


Linear programming analysis of loopy belief propagation for weighted matching
Sujay Sanghavi, Dmitry Malioutov and Alan S. Willsky
Advances in Neural Information Processing Systems 20, 2007


Walk-Sum Interpretation and Analysis of Gaussian Belief Propagation
Dmitry Malioutov, Alan S. Willsky and Jason K. Johnson
Advances in Neural Information Processing Systems 18, 2005