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Exponential priors for maximum entropy models

  • US 7,219,035 B2
  • Filed: 07/21/2005
  • Issued: 05/15/2007
  • Est. Priority Date: 01/28/2004
  • Status: Expired due to Fees
First Claim
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1. A computer implemented method that facilitates maximizing probability values comprising:

  • employing a maximum entropy model using at least one of a plurality of Exponential priors to maximize probability values;

    employing an update function for the maximum entropy model, the update function comprising an observed_count—

    discount term;

    bounding a parameter value;

    employing the maximum entropy model to classify data; and

    performing at least one of storing all or part of the classified data on a computer readable medium or presenting all or part of the classified data to a user.

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