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    ESANN
    2004
    133views Neural Networks» more  ESANN 2004»
    Dimensionality reduction and classification using the distribution mapping exponent
    13 years 11 months ago
    Dimensionality reduction and classification using the distribution mapping exponent
    Download  www.dice.ucl.ac.be
    : Probability distribution mapping function, which maps multivariate data distribution to the function of one variable, is introduced. Distributionmapping exponent (DME) is somethi...
    Marcel Jirina
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    UAI
    2004
    85views Artificial Intelligence» more  UAI 2004»
    On Modeling Profiles Instead of Values
    13 years 11 months ago
    On Modeling Profiles Instead of Values
    Download  uai.sis.pitt.edu
    We consider the problem of estimating the distribution underlying an observed sample of data. Instead of maximum likelihood, which maximizes the probability of the observed values...
    Alon Orlitsky, Narayana P. Santhanam, Krishnamurth...
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    ACL
    1998
    118views Computational Linguistics» more  ACL 1998»
    Using Decision Trees to Construct a Practical Parser
    13 years 11 months ago
    Using Decision Trees to Construct a Practical Parser
    Download  www.aclweb.org
    This paper describes novel and practical Japanese parsers that uses decision trees. First, we construct a single decision tree to estimate modification probabilities; how one phra...
    Masahiko Haruno, Satoshi Shirai, Yoshifumi Ooyama
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    NIPS
    1992
    153views Information Technology» more  NIPS 1992»
    Hidden Markov Model} Induction by Bayesian Model Merging
    13 years 11 months ago
    Hidden Markov Model} Induction by Bayesian Model Merging
    Download  www.ark.cs.cmu.edu
    This paper describes a technique for learning both the number of states and the topologyof Hidden Markov Models from examples. The inductionprocess starts with the most specific m...
    Andreas Stolcke, Stephen M. Omohundro
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    IVC
    2008
    74views more  IVC 2008»
    On the probabilistic epipolar geometry
    13 years 10 months ago
    On the probabilistic epipolar geometry
    Download  www.comp.leeds.ac.uk
    In this paper, we are going to answer the following question: assuming that we have estimates for the epipolar geometry and its uncertainty between two views, how probable it is t...
    Sami S. Brandt
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