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    STOC
    2002
    ACM
    73views Algorithms» more  STOC 2002»
    Solving convex programs by random walks
    14 years 5 months ago
    Solving convex programs by random walks
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    Dimitris Bertsimas, Santosh Vempala
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    SIAMJO
    2008
    99views more  SIAMJO 2008»
    The Exact Feasibility of Randomized Solutions of Uncertain Convex Programs
    13 years 4 months ago
    The Exact Feasibility of Randomized Solutions of Uncertain Convex Programs
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    Many optimization problems are naturally delivered in an uncertain framework, and one would like to exercise prudence against the uncertainty elements present in the problem. In pr...
    Marco C. Campi, Simone Garatti
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    SIAMJO
    2010
    72views more  SIAMJO 2010»
    Random Convex Programs
    12 years 11 months ago
    Random Convex Programs
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    Giuseppe Carlo Calafiore
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    CORR
    2007
    Springer
    76views Education» more  CORR 2007»
    Some problems in asymptotic convex geometry and random matrices motivated by numerical algorithms
    13 years 4 months ago
    Some problems in asymptotic convex geometry and random matrices motivated by numerical algorithms
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    Abstract. The simplex method in Linear Programming motivates several problems of asymptotic convex geometry. We discuss some conjectures and known results in two related directions...
    Roman Vershynin
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    ICML
    2008
    IEEE
    99views Machine Learning» more  ICML 2008»
    Random classification noise defeats all convex potential boosters
    14 years 5 months ago
    Random classification noise defeats all convex potential boosters
    Download  www.phillong.info
    A broad class of boosting algorithms can be interpreted as performing coordinate-wise gradient descent to minimize some potential function of the margins of a data set. This class...
    Philip M. Long, Rocco A. Servedio
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