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    NIPS
    2007
    162views Information Technology» more  NIPS 2007»
    Bundle Methods for Machine Learning
    15 years 1 months ago
    Bundle Methods for Machine Learning
    Download  books.nips.cc
    We present a globally convergent method for regularized risk minimization problems. Our method applies to Support Vector estimation, regression, Gaussian Processes, and any other ...
    Alex J. Smola, S. V. N. Vishwanathan, Quoc V. Le
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    FOCM
    2007
    94views more  FOCM 2007»
    Trust-Region Methods on Riemannian Manifolds
    14 years 11 months ago
    Trust-Region Methods on Riemannian Manifolds
    Download  www.inma.ucl.ac.be
    A general scheme for trust-region methods on Riemannian manifolds is proposed and analyzed. Among the various approaches available to (approximately) solve the trust-region subpro...
    Pierre-Antoine Absil, C. G. Baker, Kyle A. Galliva...
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    SIAMJO
    2008
    141views more  SIAMJO 2008»
    Constraint Nondegeneracy, Strong Regularity, and Nonsingularity in Semidefinite Programming
    14 years 11 months ago
    Constraint Nondegeneracy, Strong Regularity, and Nonsingularity in Semidefinite Programming
    Download  www.math.nus.edu.sg
    It is known that the Karush-Kuhn-Tucker (KKT) conditions of semidefinite programming can be reformulated as a nonsmooth system via the metric projector over the cone of symmetric ...
    Zi Xian Chan, Defeng Sun
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    SODA
    2008
    ACM
    93views Algorithms» more  SODA 2008»
    Fast load balancing via bounded best response
    15 years 1 months ago
    Fast load balancing via bounded best response
    Download  www.cse.iitd.ernet.in
    It is known that the dynamics of best response in an environment of non-cooperative users may converge to a good solution when users play sequentially, but may cycle far away from...
    Baruch Awerbuch, Yossi Azar, Rohit Khandekar
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    FLAIRS
    2003
    100views Artificial Intelligence» more  FLAIRS 2003»
    Sample Complexity of Real-Coded Evolutionary Algorithms
    15 years 1 months ago
    Sample Complexity of Real-Coded Evolutionary Algorithms
    Download  www.aaai.org
    Researchers studying Evolutionary Algorithms and their applications have always been confronted with the sample complexity problem. The relationship between population size and gl...
    Jian Zhang 0007, Xiaohui Yuan, Bill P. Buckles
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