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    ICML
    2004
    IEEE
    133views Machine Learning» more  ICML 2004»
    An information theoretic analysis of maximum likelihood mixture estimation for exponential families
    14 years 6 months ago
    An information theoretic analysis of maximum likelihood mixture estimation for exponential families
    Download  www.lans.ece.utexas.edu
    Arindam Banerjee, Inderjit S. Dhillon, Joydeep Gho...
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    IPM
    2008
    102views more  IPM 2008»
    Fast exact maximum likelihood estimation for mixture of language model
    13 years 5 months ago
    Fast exact maximum likelihood estimation for mixture of language model
    Download  users.soe.ucsc.edu
    Language modeling is an effective and theoretically attractive probabilistic framework for text information retrieval. The basic idea of this approach is to estimate a language mo...
    Yi Zhang 0001, Wei Xu
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    JSC
    2006
    102views more  JSC 2006»
    Counting and locating the solutions of polynomial systems of maximum likelihood equations, I
    13 years 5 months ago
    Counting and locating the solutions of polynomial systems of maximum likelihood equations, I
    Download  www.cs.xu.edu
    In statistics, mixture models consisting of several component subpopulations are used widely to model data drawn from heterogeneous sources. In this paper, we consider maximum lik...
    Max-Louis G. Buot, Donald St. P. Richards
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    ICML
    2005
    IEEE
    165views Machine Learning» more  ICML 2005»
    Supervised dimensionality reduction using mixture models
    14 years 6 months ago
    Supervised dimensionality reduction using mixture models
    Download  talk.ucsd.edu
    Given a classification problem, our goal is to find a low-dimensional linear transformation of the feature vectors which retains information needed to predict the class labels. We...
    Sajama, Alon Orlitsky
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    TIP
    2008
    169views more  TIP 2008»
    Maximum Likelihood Wavelet Density Estimation With Applications to Image and Shape Matching
    13 years 5 months ago
    Maximum Likelihood Wavelet Density Estimation With Applications to Image and Shape Matching
    Download  www.cise.ufl.edu
    Density estimation for observational data plays an integral role in a broad spectrum of applications, e.g. statistical data analysis and information-theoretic image registration. ...
    Adrian M. Peter, Anand Rangarajan
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