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    SIAMJO
    2010
    246views more  SIAMJO 2010»
    A Singular Value Thresholding Algorithm for Matrix Completion
    13 years 3 months ago
    A Singular Value Thresholding Algorithm for Matrix Completion
    Download  www-stat.stanford.edu
    This paper introduces a novel algorithm to approximate the matrix with minimum nuclear norm among all matrices obeying a set of convex constraints. This problem may be understood a...
    Jian-Feng Cai, Emmanuel J. Candès, Zuowei S...
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    INFOCOM
    2010
    IEEE
    195views Communications» more  INFOCOM 2010»
    On Space-Time Capacity Limits in Mobile and Delay Tolerant Networks
    13 years 3 months ago
    On Space-Time Capacity Limits in Mobile and Delay Tolerant Networks
    Download  web.science.mq.edu.au
    We investigate the fundamental capacity limits of space-time journeys of information in mobile and Delay Tolerant Networks (DTNs), where information is either transmitted or carrie...
    Philippe Jacquet, Bernard Mans, Georgios Rodolakis
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    IPPS
    2010
    IEEE
    168views Distributed And Parallel Com...» more  IPPS 2010»
    A distributed diffusive heuristic for clustering a virtual P2P supercomputer
    13 years 3 months ago
    A distributed diffusive heuristic for clustering a virtual P2P supercomputer
    Download  aeolus.ceid.upatras.gr
    Abstract--For the management of a virtual P2P supercomputer one is interested in subgroups of processors that can communicate with each other efficiently. The task of finding these...
    Joachim Gehweiler, Henning Meyerhenke
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    JMLR
    2010
    158views more  JMLR 2010»
    Restricted Eigenvalue Properties for Correlated Gaussian Designs
    13 years 2 days ago
    Restricted Eigenvalue Properties for Correlated Gaussian Designs
    Download  www.eecs.berkeley.edu
    Methods based on 1-relaxation, such as basis pursuit and the Lasso, are very popular for sparse regression in high dimensions. The conditions for success of these methods are now ...
    Garvesh Raskutti, Martin J. Wainwright, Bin Yu
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    BMCBI
    2011
    304views Artificial Intelligence» more  BMCBI 2011»
    Phenotype Recognition with Combined Features and Random Subspace Classifier Ensemble
    12 years 11 months ago
    Phenotype Recognition with Combined Features and Random Subspace Classifier Ensemble
    Download  www.biomedcentral.com
    Background: Automated, image based high-content screening is a fundamental tool for discovery in biological science. Modern robotic fluorescence microscopes are able to capture th...
    Bailing Zhang, Tuan D. Pham
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