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    STOC
    1994
    ACM
    128views Algorithms» more  STOC 1994»
    Weakly learning DNF and characterizing statistical query learning using Fourier analysis
    13 years 12 months ago
    Weakly learning DNF and characterizing statistical query learning using Fourier analysis
    Download  www.mathcs.duq.edu
    We present new results on the well-studied problem of learning DNF expressions. We prove that an algorithm due to Kushilevitz and Mansour [13] can be used to weakly learn DNF form...
    Avrim Blum, Merrick L. Furst, Jeffrey C. Jackson, ...
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    AAAI
    1996
    127views Intelligent Agents» more  AAAI 1996»
    A Complexity Analysis of Space-Bounded Learning Algorithms for the Constraint Satisfaction Problem
    13 years 9 months ago
    A Complexity Analysis of Space-Bounded Learning Algorithms for the Constraint Satisfaction Problem
    Download  www.cs.sfu.ca
    Learning during backtrack search is a space-intensive process that records information (such as additional constraints) in order to avoid redundant work. In this paper, we analyze...
    Roberto J. Bayardo Jr., Daniel P. Miranker
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    ICML
    2008
    IEEE
    141views Machine Learning» more  ICML 2008»
    Uncorrelated multilinear principal component analysis through successive variance maximization
    14 years 8 months ago
    Uncorrelated multilinear principal component analysis through successive variance maximization
    Download  www.dsp.toronto.edu
    Haiping Lu, Konstantinos N. Plataniotis, Anastasio...
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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 8 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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    ICMLC
    2010
    Springer
    133views Machine Learning» more  ICMLC 2010»
    Fuzzy clustering with principal component analysis
    13 years 6 months ago
    Fuzzy clustering with principal component analysis
    Download  etd.lib.nsysu.edu.tw
    Min-Zong Rau, Chi-Yuan Yeh, Shie-Jue Lee
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