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    IVC
    2006
    227views more  IVC 2006»
    Automatic registration of overlapping 3D point clouds using closest points
    14 years 10 months ago
    Automatic registration of overlapping 3D point clouds using closest points
    Download  users.aber.ac.uk
    While the SoftAssign algorithm imposes a two-way constraint embedded into the deterministic annealing scheme and the EMICP algorithm imposes a one-way constraint, they represent t...
    Yonghuai Liu
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    JMLR
    2008
    230views more  JMLR 2008»
    Exponentiated Gradient Algorithms for Conditional Random Fields and Max-Margin Markov Networks
    14 years 10 months ago
    Exponentiated Gradient Algorithms for Conditional Random Fields and Max-Margin Markov Networks
    Download  www.stat.berkeley.edu
    Log-linear and maximum-margin models are two commonly-used methods in supervised machine learning, and are frequently used in structured prediction problems. Efficient learning of...
    Michael Collins, Amir Globerson, Terry Koo, Xavier...
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    CSDA
    2007
    105views more  CSDA 2007»
    Model selection for support vector machines via uniform design
    14 years 10 months ago
    Model selection for support vector machines via uniform design
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    The problem of choosing a good parameter setting for a better generalization performance in a learning task is the so-called model selection. A nested uniform design (UD) methodol...
    Chien-Ming Huang, Yuh-Jye Lee, Dennis K. J. Lin, S...
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    JAIR
    2006
    179views more  JAIR 2006»
    The Fast Downward Planning System
    14 years 10 months ago
    The Fast Downward Planning System
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    Fast Downward is a classical planning system based on heuristic search. It can deal with general deterministic planning problems encoded in the propositional fragment of PDDL2.2, ...
    Malte Helmert
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    JAIR
    2006
    90views more  JAIR 2006»
    Engineering Benchmarks for Planning: the Domains Used in the Deterministic Part of IPC-4
    14 years 10 months ago
    Engineering Benchmarks for Planning: the Domains Used in the Deterministic Part of IPC-4
    Download  www.jair.org
    In a field of research about general reasoning mechanisms, it is essential to have appropriate benchmarks. Ideally, the benchmarks should reflect possible applications of the deve...
    Jörg Hoffmann, Stefan Edelkamp, Sylvie Thi&ea...
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