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    SIAMJO
    2008
    86views more  SIAMJO 2008»
    On the Second-Order Feasibility Cone: Primal-Dual Representation and Efficient Projection
    14 years 4 months ago
    On the Second-Order Feasibility Cone: Primal-Dual Representation and Efficient Projection
    Download  web.mit.edu
    We study the second-order feasibility cone F = {y IRn : My gT y} for given data (M, g). We construct a new representation for this cone and its dual based on the spectral decompo...
    Alexandre Belloni, Robert M. Freund
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    COLT
    2007
    Springer
    172views Machine Learning» more  COLT 2007»
    An Efficient Re-scaled Perceptron Algorithm for Conic Systems
    14 years 8 months ago
    An Efficient Re-scaled Perceptron Algorithm for Conic Systems
    Download  www.cc.gatech.edu
    Abstract. The classical perceptron algorithm is an elementary algorithm for solving a homogeneous linear inequality system Ax > 0, with many important applications in learning t...
    Alexandre Belloni, Robert M. Freund, Santosh Vempa...
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