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    SIAMIS
    2010
    283views more  SIAMIS 2010»
    A General Framework for a Class of First Order Primal-Dual Algorithms for Convex Optimization in Imaging Science
    13 years 2 months ago
    A General Framework for a Class of First Order Primal-Dual Algorithms for Convex Optimization in Imaging Science
    Download  www.math.uci.edu
    We generalize the primal-dual hybrid gradient (PDHG) algorithm proposed by Zhu and Chan in [M. Zhu, and T. F. Chan, An Efficient Primal-Dual Hybrid Gradient Algorithm for Total Var...
    Ernie Esser, Xiaoqun Zhang, Tony F. Chan
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    SIAMJO
    2010
    130views more  SIAMJO 2010»
    A Randomized Cutting Plane Method with Probabilistic Geometric Convergence
    13 years 2 months ago
    A Randomized Cutting Plane Method with Probabilistic Geometric Convergence
    Download  www.optimization-online.org
    Abstract. We propose a randomized method for general convex optimization problems; namely, the minimization of a linear function over a convex body. The idea is to generate N rando...
    Fabrizio Dabbene, P. S. Shcherbakov, Boris T. Poly...
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    SIAMREV
    2010
    174views more  SIAMREV 2010»
    Guaranteed Minimum-Rank Solutions of Linear Matrix Equations via Nuclear Norm Minimization
    13 years 2 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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    FOCM
    2011
    188views more  FOCM 2011»
    Compressive Wave Computation
    12 years 11 months ago
    Compressive Wave Computation
    Download  math.mit.edu
    This paper considers large-scale simulations of wave propagation phenomena. We argue that it is possible to accurately compute a wavefield by decomposing it onto a largely incomp...
    Laurent Demanet, Gabriel Peyré
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    SIGMETRICS
    2011
    ACM
    140views Hardware» more  SIGMETRICS 2011»
    On the stability and optimality of universal swarms
    12 years 10 months ago
    On the stability and optimality of universal swarms
    Download  www.cs.ucsb.edu
    Recent work on BitTorrent swarms has demonstrated that a bandwidth bottleneck at the seed can lead to the underutilization of the aggregate swarm capacity. Bandwidth underutilizat...
    Xia Zhou, Stratis Ioannidis, Laurent Massouli&eacu...
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