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City Atlanta / Mountain View / / Company Bernstein / LinkedIn / / / Event Product Recall / Product Issues / / Facility Stanford University / University of California at Berkeley / International Computer Science Institute / / IndustryTerm relative-error approximate solution / quantile regression algorithms / accuracy solution / randomized algorithm / ellipsoid rounding algorithm / approximate solution / construction algorithm / deterministic algorithm / computing / random sampling algorithms / approximate solutions / subspace embedding algorithms / / Organization University of California / International Computer Science Institute / Stanford University / Society for Industrial / Department of Statistics / / Person MICHAEL W. MAHONEY / / / Product Definition / / ProvinceOrState California / Georgia / / PublishedMedium Machine Learning / / SportsLeague Stanford University / / Technology LARGE-SCALE APPLICATIONS S87 Algorithm / main algorithm / three algorithms / two previous algorithms / randomized algorithm / previous algorithms / deterministic algorithm / 1 A. Algorithm / conditioning algorithm / third algorithm / subspace embedding algorithms / Machine Learning / random sampling algorithms / ellipsoid rounding algorithm / previous conditioning algorithms / quantile regression algorithms / construction algorithm / MICHAEL W. MAHONEY Algorithm / / URL http /
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SIAM J. SCI. COMPUT. Vol. 36, No. 5, pp. S78–S110 c 2014 Society for Industrial and Applied Mathematics