Patents by Inventor Allegra Aren LATIMER

Allegra Aren LATIMER 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).

  • CONTEXTUAL BANDIT MACHINE LEARNING SYSTEMS AND METHODS FOR CONTENT DELIVERY
    Publication number: 20220351070
    Abstract: A processor may receive a request payload from an external device and data describing a plurality of user interface (UI) elements configured to be presented in a UI of the external device. The request payload may include a user identifier. The processor may generate a user feature vector from the user identifier. Using a contextual bandit machine learning (ML) model that takes the user feature vector and the data describing the plurality of UI elements as input, the processor may select at least one of the plurality of UI elements as at least one recommended UI element. The at least one recommended UI element may be presented in the UI of the external device. The processor may receive event data indicating a user interaction with the at least one recommended UI element in the UI of the external device. The ML model may be trained using the event data.
    Type: Application
    Filed: April 30, 2021
    Publication date: November 3, 2022
    Applicant: INTUIT INC.
    Inventors: Chang LIU, Babak AGHAZADEH, Allegra Aren LATIMER