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All publications by Christopher Re
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**Global Convergence of Stochastic Gradient Descent for Some Non-convex Matrix Problems**

*Christopher D. Sa*, *Christopher Re* and *Kunle Olukotun*

Proceedings of the 32nd International Conference on Machine Learning (ICML-15), 2015

**An Asynchronous Parallel Stochastic Coordinate Descent Algorithm**

*Ji Liu*, *Steve Wright*, *Christopher Re*, *Victor Bittorf* and *Srikrishna Sridhar*

Proceedings of the 31st International Conference on Machine Learning (ICML-14), 2014

**An Approximate, Efficient LP Solver for LP Rounding**

*Srikrishna Sridhar*, *Stephen Wright*, *Christopher Re*, *Ji Liu*, *Victor Bittorf* and *Ce Zhang*

Advances in Neural Information Processing Systems 26, 2013

**Factoring nonnegative matrices with linear programs**

*Ben Recht*, *Christopher Re*, *Joel Tropp* and *Victor Bittorf*

Advances in Neural Information Processing Systems 25, 2012

**Hogwild: A Lock-Free Approach to Parallelizing Stochastic Gradient Descent**

*Benjamin Recht*, *Christopher Re*, *Stephen Wright* and *Feng Niu*

Advances in Neural Information Processing Systems 24, 2011