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    SIAMJO
    2011
    184views Software Engineering» more  SIAMJO 2011»
    Rank-Sparsity Incoherence for Matrix Decomposition
    12 years 7 months ago
    Rank-Sparsity Incoherence for Matrix Decomposition
    Download  ssg.mit.edu
    Suppose we are given a matrix that is formed by adding an unknown sparse matrix to an unknown low-rank matrix. Our goal is to decompose the given matrix into its sparse and low-ran...
    Venkat Chandrasekaran, Sujay Sanghavi, Pablo A. Pa...
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    SDM
    2012
    SIAM
    305views Data Mining» more  SDM 2012»
    Learning Hierarchical Relationships among Partially Ordered Objects with Heterogeneous Attributes and Links
    11 years 7 months ago
    Learning Hierarchical Relationships among Partially Ordered Objects with Heterogeneous Attributes and Links
    Download  nlp.cs.qc.cuny.edu
    Objects linking with many other objects in an information network may imply various semantic relationships. Uncovering such knowledge is essential for role discovery, data cleanin...
    Chi Wang, Jiawei Han, Qi Li, Xiang Li, Wen-Pin Lin...
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