Patents by Inventor Jeremy W King

Jeremy W King 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).

  • Efficient feature selection for predictive models using semantic classification and generative filtering
    Patent number: 11798018
    Abstract: Systems and methods provide for feature selection that combines semantic classification and generative filtering with forward selection. Features from an original feature set are divided into feature subsets corresponding to ranked semantic classes. Additionally, low quality features are removed from consideration. Features are selected for a reduced feature set by iteratively processing the feature subsets using forward selection in an order corresponding to the ranking of the semantic classes. The reduced feature set is used to generate a predictive model.
    Type: Grant
    Filed: March 7, 2016
    Date of Patent: October 24, 2023
    Assignee: Adobe Inc.
    Inventors: Wei Zhang, Shiladitya Bose, Said Kobeissi, Scott Allen Tomko, Jeremy W King
  • EFFICIENT FEATURE SELECTION FOR PREDICTIVE MODELS USING SEMANTIC CLASSIFICATION AND GENERATIVE FILTERING
    Publication number: 20170255952
    Abstract: Systems and methods provide for feature selection that combines semantic classification and generative filtering with forward selection. Features from an original feature set are divided into feature subsets corresponding to ranked semantic classes. Additionally, low quality features are removed from consideration. Features are selected for a reduced feature set by iteratively processing the feature subsets using forward selection in an order corresponding to the ranking of the semantic classes. The reduced feature set is used to generate a predictive model.
    Type: Application
    Filed: March 7, 2016
    Publication date: September 7, 2017
    Inventors: Wei Zhang, Shiladitya Bose, Said Kobeissi, Scott Allen Tomko, Jeremy W King