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ADAPTING A PARAMETERIZED CLASSIFIER TO AN ENVIRONMENT

  • US 20090263010A1
  • Filed: 04/18/2008
  • Published: 10/22/2009
  • Est. Priority Date: 04/18/2008
  • Status: Abandoned Application
First Claim
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1. One or more computer-readable storage media comprising executable instructions to perform a method, the method comprising:

  • classifying a first input item based on a first set of parameters that have been determined based on minimization of a first cost function over a set of first examples;

    receiving a second example;

    calculating a second set of parameters that minimizes a second cost function over said set of first examples and said second example, said second cost function being based on a third cost function that is based (a) on said first cost function, or (b) on a representation of said set of first examples that is smaller in data size than said set of first examples;

    generating a label based on a second input item and on said second set of parameters; and

    performing an action based on said label.

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