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    ORL
    2008
    115views more  ORL 2008»
    On the convergence of stochastic dual dynamic programming and related methods
    13 years 7 months ago
    On the convergence of stochastic dual dynamic programming and related methods
    Download  edoc.hu-berlin.de
    We discuss the almost-sure convergence of a broad class of sampling algorithms for multi-stage stochastic linear programs. We provide a convergence proof based on the finiteness o...
    Andrew B. Philpott, Z. Guan
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    DAC
    2008
    ACM
    120views Computer Architecture» more  DAC 2008»
    Stochastic integral equation solver for efficient variation-aware interconnect extraction
    14 years 8 months ago
    Stochastic integral equation solver for efficient variation-aware interconnect extraction
    Download  www.mit.edu
    In this paper we present an efficient algorithm for extracting the complete statistical distribution of the input impedance of interconnect structures in the presence of a large n...
    Tarek Moselhy, Luca Daniel
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    SAC
    2005
    ACM
    149views Applied Computing» more  SAC 2005»
    Stochastic scheduling of active support vector learning algorithms
    14 years 1 months ago
    Stochastic scheduling of active support vector learning algorithms
    Download  www-users.cs.umn.edu
    Active learning is a generic approach to accelerate training of classifiers in order to achieve a higher accuracy with a small number of training examples. In the past, simple ac...
    Gaurav Pandey, Himanshu Gupta, Pabitra Mitra
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    NN
    2006
    Springer
    87views Neural Networks» more  NN 2006»
    Propagation and control of stochastic signals through universal learning networks
    13 years 7 months ago
    Propagation and control of stochastic signals through universal learning networks
    Download  www.knu.edu.tw
    The way of propagating and control of stochastic signals through Universal Learning Networks (ULNs) and its applications are proposed. ULNs have been already developed to form a s...
    Kotaro Hirasawa, Shingo Mabu, Jinglu Hu
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    ICML
    2003
    IEEE
    150views Machine Learning» more  ICML 2003»
    Text Classification Using Stochastic Keyword Generation
    14 years 8 months ago
    Text Classification Using Stochastic Keyword Generation
    Download  www.aaai.org
    Cong Li, Ji-Rong Wen, Hang Li
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