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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