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    STOC
    1994
    ACM
    128views Algorithms» more  STOC 1994»
    Weakly learning DNF and characterizing statistical query learning using Fourier analysis
    15 years 7 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
    15 years 4 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
    16 years 4 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
    16 years 4 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
    15 years 1 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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