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    JMLR
    2012
    194views Programming Languages» more  JMLR 2012»
    Exact Covariance Thresholding into Connected Components for Large-Scale Graphical Lasso
    11 years 10 months ago
    Exact Covariance Thresholding into Connected Components for Large-Scale Graphical Lasso
    Download  www.stanford.edu
    We consider the sparse inverse covariance regularization problem or graphical lasso with regularization parameter λ. Suppose the sample covariance graph formed by thresholding th...
    Rahul Mazumder, Trevor Hastie
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    ICDM
    2010
    IEEE
    152views Data Mining» more  ICDM 2010»
    Reviewer Profiling Using Sparse Matrix Regression
    13 years 5 months ago
    Reviewer Profiling Using Sparse Matrix Regression
    Download  www.telecom.tuc.gr
    Thousands of scientific conferences happen every year, and each involves a laborious scientific peer review process conducted by one or more busy scientists serving as Technical/Sc...
    Evangelos E. Papalexakis, Nicholas D. Sidiropoulos...
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    SIGIR
    2009
    ACM
    179views Information Technology» more  SIGIR 2009»
    Fast nonparametric matrix factorization for large-scale collaborative filtering
    14 years 2 months ago
    Fast nonparametric matrix factorization for large-scale collaborative filtering
    Download  www.cs.cmu.edu
    With the sheer growth of online user data, it becomes challenging to develop preference learning algorithms that are sufficiently flexible in modeling but also affordable in com...
    Kai Yu, Shenghuo Zhu, John D. Lafferty, Yihong Gon...
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    IJCV
    2002
    111views more  IJCV 2002»
    Linear Multi View Reconstruction and Camera Recovery Using a Reference Plane
    13 years 7 months ago
    Linear Multi View Reconstruction and Camera Recovery Using a Reference Plane
    Download  research.microsoft.com
    This paper presents a linear algorithm for simultaneous computation of 3D points and camera positions from multiple perspective views based on having a reference plane visible in a...
    Carsten Rother, Stefan Carlsson
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    BMCBI
    2006
    129views more  BMCBI 2006»
    Fast index based algorithms and software for matching position specific scoring matrices
    13 years 7 months ago
    Fast index based algorithms and software for matching position specific scoring matrices
    Download  www.biomedcentral.com
    Background: In biological sequence analysis, position specific scoring matrices (PSSMs) are widely used to represent sequence motifs in nucleotide as well as amino acid sequences....
    Michael Beckstette, Robert Homann, Robert Giegeric...
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