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    ESANN
    2008
    149views Neural Networks» more  ESANN 2008»
    Robust object segmentation by adaptive metrics in Generalized LVQ
    15 years 6 months ago
    Robust object segmentation by adaptive metrics in Generalized LVQ
    Download  www.dice.ucl.ac.be
    We investigate the effect of several adaptive metrics in the context of figure-ground segregation, using Generalized LVQ to train a classifier for image regions. Extending the Euc...
    Alexander Denecke, Heiko Wersing, Jochen J. Steil,...
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    ICMLA
    2008
    193views Machine Learning» more  ICMLA 2008»
    An Improved Generalized Discriminant Analysis for Large-Scale Data Set
    15 years 6 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
    15 years 6 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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    AAAI
    2004
    108views Intelligent Agents» more  AAAI 2004»
    Solving Generalized Semi-Markov Decision Processes Using Continuous Phase-Type Distributions
    15 years 6 months ago
    Solving Generalized Semi-Markov Decision Processes Using Continuous Phase-Type Distributions
    Download  www.aaai.org
    We introduce the generalized semi-Markov decision process (GSMDP) as an extension of continuous-time MDPs and semi-Markov decision processes (SMDPs) for modeling stochastic decisi...
    Håkan L. S. Younes, Reid G. Simmons
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    EACL
    2006
    ACL Anthology
    151views Natural Language Processing» more  EACL 2006»
    Computing Term Translation Probabilities with Generalized Latent Semantic Analysis
    15 years 6 months ago
    Computing Term Translation Probabilities with Generalized Latent Semantic Analysis
    Download  l2r.cs.uiuc.edu
    Term translation probabilities proved an effective method of semantic smoothing in the language modelling approach to information retrieval. We use Generalized Latent Semantic Ana...
    Irina Matveeva, Gina-Anne Levow
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