| Document Date: 2012-08-14 00:18:31
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City Boston / Troy / Edinburgh / San Jose / / Company IBM / S T / S. and Hadi A.S. / SIAM Journal / / Country United States / United Kingdom / Scotland / / / Facility Rensselaer Polytechnic Institute / Stanford University / / IndustryTerm linear sampling operator / dot products / large inner products / randomized algorithms / machine learning algorithms / matrix product / approximation algorithm / inner products / dot product / random sampling algorithms / random projection algorithms / dot-products / approximation algorithms / energy / na¨ıve algorithm / randomized matrix algorithms / improved worst-case randomized matrix algorithms / computing / rst algorithm / / OperatingSystem Petros / / Organization Rensselaer Polytechnic Institute / Stanford University / / Person A. As / David P. Woodru / Malik Magdon-Ismail / Johnson-Lindenstrauss Transform / Michael W. Mahoney / / / Position Statistician / author / / Product Cowon D2+ Portable Audio Device / / ProgrammingLanguage V / / ProvinceOrState New York / / PublishedMedium Machine Learning / SIAM Journal on Computing / The American Statistician / IEEE Transactions on Information Theory / / SportsLeague Stanford University / / Technology randomized sketching matrix Algorithm / randomized matrix algorithms / machine learning algorithms / randomized algorithm / AV / na¨ıve algorithm / previously existing algorithm / 2 Algorithm / Machine Learning / T. Improved approximation algorithms / improved worst-case randomized matrix algorithms / M. W. Randomized algorithms / 2 By Algorithm / main algorithm / rst algorithm / random projection algorithms / approximation algorithm / statistical leverage Algorithm / random sampling algorithms / S. Sampling algorithms / /
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Fast approximation of matrix coherence and statistical leverage Petros Drineas Dept. of Computer Science, Rensselaer Polytechnic Institute, Troy, NYUSA