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    JMLR
    2012
    182views Programming Languages» more  JMLR 2012»
    Robust Multi-task Regression with Grossly Corrupted Observations
    12 years 6 months ago
    Robust Multi-task Regression with Grossly Corrupted Observations
    Download  guppy.mpe.nus.edu.sg
    We consider the multiple-response regression problem, where the response is subject to sparse gross errors, in the high-dimensional setup. We propose a tractable regularized M-est...
    Huan Xu, Chenlei Leng
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    CSDA
    2007
    120views more  CSDA 2007»
    Boosting ridge regression
    14 years 4 months ago
    Boosting ridge regression
    Download  www.stat.uni-muenchen.de
    Ridge regression is a well established method to shrink regression parameters towards zero, thereby securing existence of estimates. The present paper investigates several approac...
    Gerhard Tutz, Harald Binder
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