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    AGI
    2008
    88views Artificial Intelligence» more  AGI 2008»
    Vector Symbolic Architectures: A New Building Material for Artificial General Intelligence
    13 years 10 months ago
    Vector Symbolic Architectures: A New Building Material for Artificial General Intelligence
    Download  www.cs.wlu.edu
    We provide an overview of Vector Symbolic Architectures (VSA), a class of structured associative memory models that offers a number of desirable features for artificial general int...
    Simon D. Levy, Ross Gayler
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    ICMLA
    2008
    193views Machine Learning» more  ICMLA 2008»
    An Improved Generalized Discriminant Analysis for Large-Scale Data Set
    13 years 10 months ago
    An Improved Generalized Discriminant Analysis for Large-Scale Data Set
    Download  www.iipl.fudan.edu.cn
    In order to overcome the computation and storage problem for large-scale data set, an efficient iterative method of Generalized Discriminant Analysis is proposed. Because sample v...
    Weiya Shi, Yue-Fei Guo, Cheng Jin, Xiangyang Xue
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    NIPS
    2008
    127views Information Technology» more  NIPS 2008»
    On the Generalization Ability of Online Strongly Convex Programming Algorithms
    13 years 10 months ago
    On the Generalization Ability of Online Strongly Convex Programming Algorithms
    Download  ttic.uchicago.edu
    This paper examines the generalization properties of online convex programming algorithms when the loss function is Lipschitz and strongly convex. Our main result is a sharp bound...
    Sham M. Kakade, Ambuj Tewari
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    ACL
    1992
    123views Computational Linguistics» more  ACL 1992»
    GPSM: A Generalized Probabilistic Semantic Model for Ambiguity Resolution
    13 years 9 months ago
    GPSM: A Generalized Probabilistic Semantic Model for Ambiguity Resolution
    Download  nlp.csie.ncnu.edu.tw
    In natural language processing, ambiguity resolution is a central issue, and can be regarded as a preference assignment problem. In this paper, a Generalized Probabilistic Semanti...
    Jing-Shin Chang, Yih-Fen Luo, Keh-Yih Su
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    NETWORKS
    2006
    114views Computer Networks» more  NETWORKS 2006»
    A bidirected generalization of network matrices
    13 years 8 months ago
    A bidirected generalization of network matrices
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    We define binet matrices, which furnish a direct generalization of totally unimodular network matrices and arise from the node-edge incidence matrices of bidirected graphs in the ...
    Gautam Appa, Balázs Kotnyek
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