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    SDM
    2012
    SIAM
    245views Data Mining» more  SDM 2012»
    Deterministic CUR for Improved Large-Scale Data Analysis: An Empirical Study
    11 years 10 months ago
    Deterministic CUR for Improved Large-Scale Data Analysis: An Empirical Study
    Download  www-kd.iai.uni-bonn.de
    Low-rank approximations which are computed from selected rows and columns of a given data matrix have attracted considerable attention lately. They have been proposed as an altern...
    Christian Thurau, Kristian Kersting, Christian Bau...
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    SDM
    2012
    SIAM
    216views Data Mining» more  SDM 2012»
    Feature Selection "Tomography" - Illustrating that Optimal Feature Filtering is Hopelessly Ungeneralizable
    11 years 10 months ago
    Feature Selection "Tomography" - Illustrating that Optimal Feature Filtering is Hopelessly Ungeneralizable
    Download  www.hpl.hp.com
    :  Feature Selection “Tomography” - Illustrating that Optimal Feature Filtering is Hopelessly Ungeneralizable George Forman HP Laboratories HPL-2010-19R1 Feature selection; ...
    George Forman
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    SDM
    2012
    SIAM
    297views Data Mining» more  SDM 2012»
    A Flexible Open-Source Toolbox for Scalable Complex Graph Analysis
    11 years 10 months ago
    A Flexible Open-Source Toolbox for Scalable Complex Graph Analysis
    Download  www.cs.ucsb.edu
    The Knowledge Discovery Toolbox (KDT) enables domain experts to perform complex analyses of huge datasets on supercomputers using a high-level language without grappling with the ...
    Adam Lugowski, David M. Alber, Aydin Buluç,...
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    ICFP
    2012
    ACM
    289views Programming Languages» more  ICFP 2012»
    Nested data-parallelism on the gpu
    11 years 10 months ago
    Nested data-parallelism on the gpu
    Download  people.cs.uchicago.edu
    Graphics processing units (GPUs) provide both memory bandwidth and arithmetic performance far greater than that available on CPUs but, because of their Single-Instruction-Multiple...
    Lars Bergstrom, John H. Reppy
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    SIAMCOMP
    2012
    246views Logical Reasoning» more  SIAMCOMP 2012»
    Randomized Competitive Algorithms for Generalized Caching
    11 years 10 months ago
    Randomized Competitive Algorithms for Generalized Caching
    Download  www.openu.ac.il
    We consider online algorithms for the generalized caching problem. Here we are given a cache of size k and pages with arbitrary sizes and fetching costs. Given a request sequence ...
    Nikhil Bansal, Niv Buchbinder, Joseph Naor
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