Patents by Inventor Kristen Riedt LeFevre

Kristen Riedt LeFevre has filed for patents to protect the following inventions. This listing includes patent applications that are pending as well as patents that have already been granted by the United States Patent and Trademark Office (USPTO).

  • Template regularization for generalization of learning systems
    Patent number: 9390382
    Abstract: Systems and techniques are disclosed for training a machine learning model based on one or more regularization penalties associated with one or more features. A template having a lower regularization penalty may be given preference over a template having a higher regularization penalty. A regularization penalty may be determined based on domain knowledge. A restrictive regularization penalty may be assigned to a template based on determining that a template occurrence is below a stability threshold and may be modified if the template occurrence meets or exceeds the stability threshold.
    Type: Grant
    Filed: December 30, 2013
    Date of Patent: July 12, 2016
    Assignee: Google Inc.
    Inventors: Yoram Singer, Tal Shaked, Tushar Deepak Chandra, Tze Way Eugene Ie, James Vincent McFadden, Jeremiah Harmsen, Kristen Riedt LeFevre
  • TEMPLATE REGULARIZATION FOR GENERALIZATION OF LEARNING SYSTEMS
    Publication number: 20150186794
    Abstract: Systems and techniques are disclosed for training a machine learning model based on one or more regularization penalties associated with one or more features. A template having a lower regularization penalty may be given preference over a template having a higher regularization penalty. A regularization penalty may be determined based on domain knowledge. A restrictive regularization penalty may be assigned to a template based on determining that a template occurrence is below a stability threshold and may be modified if the template occurrence meets or exceeds the stability threshold.
    Type: Application
    Filed: December 30, 2013
    Publication date: July 2, 2015
    Applicant: Google Inc.
    Inventors: Yoram Singer, Tal Shaked, Tushar Deepak Chandra, Tze Way Eugene Ie, James Vincent McFadden, Jeremiah Harmsen, Kristen Riedt LeFevre