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    SIAMJO
    2011
    309views Software Engineering» more  SIAMJO 2011»
    Recovering Low-Rank and Sparse Components of Matrices from Incomplete and Noisy Observations
    13 years 4 months ago
    Recovering Low-Rank and Sparse Components of Matrices from Incomplete and Noisy Observations
    Download  www.optimization-online.org
    Many applications arising in a variety of fields can be well illustrated by the task of recovering the low-rank and sparse components of a given matrix. Recently, it is discovered...
    Min Tao, Xiaoming Yuan
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    SIAMSC
    2011
    151views more  SIAMSC 2011»
    Inexact Newton Methods with Restricted Additive Schwarz Based Nonlinear Elimination for Problems with High Local Nonlinearity
    13 years 4 months ago
    Inexact Newton Methods with Restricted Additive Schwarz Based Nonlinear Elimination for Problems with High Local Nonlinearity
    Download  www.cs.colorado.edu
    The classical inexact Newton algorithm is an efficient and popular technique for solving large sparse nonlinear system of equations. When the nonlinearities in the system are wellb...
    Xiao-Chuan Cai, Xuefeng Li
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    SIAMREV
    2010
    174views more  SIAMREV 2010»
    Guaranteed Minimum-Rank Solutions of Linear Matrix Equations via Nuclear Norm Minimization
    13 years 4 months ago
    Guaranteed Minimum-Rank Solutions of Linear Matrix Equations via Nuclear Norm Minimization
    Download  pages.cs.wisc.edu
    The affine rank minimization problem consists of finding a matrix of minimum rank that satisfies a given system of linear equality constraints. Such problems have appeared in the ...
    Benjamin Recht, Maryam Fazel, Pablo A. Parrilo
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    SIAMSC
    2010
    104views more  SIAMSC 2010»
    BDDC Preconditioners for Spectral Element Discretizations of Almost Incompressible Elasticity in Three Dimensions
    13 years 4 months ago
    BDDC Preconditioners for Spectral Element Discretizations of Almost Incompressible Elasticity in Three Dimensions
    Download  cs.nyu.edu
    Abstract. BDDC algorithms are constructed and analyzed for the system of almost incompressible elasticity discretized with Gauss-Lobatto-Legendre spectral elements in three dimensi...
    Luca F. Pavarino, Olof B. Widlund, Stefano Zampini
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    TCBB
    2010
    108views more  TCBB 2010»
    Identification of Full and Partial Class Relevant Genes
    13 years 4 months ago
    Identification of Full and Partial Class Relevant Genes
    Download  ci.louisville.edu
    Multiclass cancer classification on microarray data has provided the feasibility of cancer diagnosis across all of the common malignancies in parallel. Using multiclass cancer feat...
    Zexuan Zhu, Yew-Soon Ong, Jacek M. Zurada
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