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Xiangrui Meng

Implementing Randomized Matrix Algorithms in Parallel and Distributed Environments

Jul 27, 2015
Jiyan Yang, Xiangrui Meng, Michael W. Mahoney

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The Fast Cauchy Transform and Faster Robust Linear Regression

Apr 05, 2014
Kenneth L. Clarkson, Petros Drineas, Malik Magdon-Ismail, Michael W. Mahoney, Xiangrui Meng, David P. Woodruff

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* 48 pages; substantially extended and revised; short version in SODA 2013

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Quantile Regression for Large-scale Applications

Jan 07, 2014
Jiyan Yang, Xiangrui Meng, Michael W. Mahoney

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* 35 pages; long version of a paper appearing in the 2013 ICML. Version to appear in the SIAM Journal on Scientific Computing

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