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    CORR
    2011
    Springer
    202views Education» more  CORR 2011»
    Noisy matrix decomposition via convex relaxation: Optimal rates in high dimensions
    12 years 11 months ago
    Noisy matrix decomposition via convex relaxation: Optimal rates in high dimensions
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    We analyze a class of estimators based on a convex relaxation for solving highdimensional matrix decomposition problems. The observations are the noisy realizations of the sum of ...
    Alekh Agarwal, Sahand Negahban, Martin J. Wainwrig...
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