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    COLT
    2004
    Springer
    130views Machine Learning» more  COLT 2004»
    Performance Guarantees for Regularized Maximum Entropy Density Estimation
    14 years 8 days ago
    Performance Guarantees for Regularized Maximum Entropy Density Estimation
    Download  www.cs.princeton.edu
    Abstract. We consider the problem of estimating an unknown probability distribution from samples using the principle of maximum entropy (maxent). To alleviate overfitting with a v...
    Miroslav Dudík, Steven J. Phillips, Robert ...
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