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    ICPR
    2010
    IEEE
    181views Computer Vision» more  ICPR 2010»
    Gaussian Process Learning from Order Relationships Using Expectation Propagation
    14 years 11 hour ago
    Gaussian Process Learning from Order Relationships Using Expectation Propagation
    Download  www.computing.dundee.ac.uk
    A method for Gaussian process learning of a scalar function from a set of pair-wise order relationships is presented. Expectation propagation is used to obtain an approximation to...
    Ruixuan Wang, Stephen James Mckenna
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    JMLR
    2010
    103views more  JMLR 2010»
    Learning Nonlinear Dynamic Models from Non-sequenced Data
    13 years 2 months ago
    Learning Nonlinear Dynamic Models from Non-sequenced Data
    Download  www.cs.cmu.edu
    Virtually all methods of learning dynamic systems from data start from the same basic assumption: the learning algorithm will be given a sequence of data generated from the dynami...
    Tzu-Kuo Huang, Le Song, Jeff Schneider
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    ICCV
    2011
    IEEE
    218views Computer Vision» more  ICCV 2011»
    Perturb-and-MAP Random Fields: Using Discrete Optimization\\to Learn and Sample from Energy Models
    12 years 7 months ago
    Perturb-and-MAP Random Fields: Using Discrete Optimization\\to Learn and Sample from Energy Models
    Download  www.stat.ucla.edu
    We propose a novel way to induce a random field from an energy function on discrete labels. It amounts to locally injecting noise to the energy potentials, followed by finding t...
    George Papandreou, Alan L. Yuille
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    PAKDD
    2010
    ACM
    212views Data Mining» more  PAKDD 2010»
    Fast Perceptron Decision Tree Learning from Evolving Data Streams
    14 years 13 days ago
    Fast Perceptron Decision Tree Learning from Evolving Data Streams
    Download  www.cs.waikato.ac.nz
    Abstract. Mining of data streams must balance three evaluation dimensions: accuracy, time and memory. Excellent accuracy on data streams has been obtained with Naive Bayes Hoeffdi...
    Albert Bifet, Geoffrey Holmes, Bernhard Pfahringer...
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    TMI
    2008
    124views more  TMI 2008»
    A Review of Geometric Transformations for Nonrigid Body Registration
    13 years 7 months ago
    A Review of Geometric Transformations for Nonrigid Body Registration
    Download  www.hcb.naacp-md.org
    Abstract-- This paper provides a comprehensive and quantitative review of spatial transformations models for nonrigid image registration. It explains the theoretical foundation of ...
    Mark Holden
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