Patents by Inventor Allison M. Barros

Allison M. Barros 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).

  • EXTENDING MACHINE LEARNING TRAINING DATA TO GENERATE AN ARTIFICIAL INTELLIGENCE RECOMMENDATION ENGINE
    Publication number: 20210342917
    Abstract: A catalog of physical items associated with a target user is accessed. At least a portion of the catalog is at least in part automatically generated based on a retention of one or more of the physical items provided to the target user. A machine learning model trained using outfit combination information gathered from other users is used to automatically determine for the target user, at least a portion of one or more recommended outfit combinations of a plurality of physical items among the physical items within the catalog. An indication of a selected one of the one or more recommended outfit combinations is provided to the target user.
    Type: Application
    Filed: July 19, 2021
    Publication date: November 4, 2021
    Inventors: Hilary S. Parker, Allison M. Barros
  • Extending machine learning training data to generate an artificial intelligence recommendation engine
    Patent number: 11100560
    Abstract: A catalog of physical items associated with a target user is accessed. At least a portion of the catalog is at least in part automatically generated based on a retention of one or more of the physical items provided to the target user. A machine learning model trained using outfit combination information gathered from other users is used to automatically determine for the target user, at least a portion of one or more recommended outfit combinations of a plurality of physical items among the physical items within the catalog. An indication of a selected one of the one or more recommended outfit combinations is provided to the target user.
    Type: Grant
    Filed: March 19, 2019
    Date of Patent: August 24, 2021
    Assignee: Stitch Fix, Inc.
    Inventors: Hilary S. Parker, Allison M. Barros
  • EXTENDING MACHINE LEARNING TRAINING DATA TO GENERATE AN ARTIFICAL INTELLGENCE RECOMMENDATION ENGINE
    Publication number: 20200302506
    Abstract: A catalog of physical items associated with a target user is accessed. At least a portion of the catalog is at least in part automatically generated based on a retention of one or more of the physical items provided to the target user. A machine learning model trained using outfit combination information gathered from other users is used to automatically determine for the target user, at least a portion of one or more recommended outfit combinations of a plurality of physical items among the physical items within the catalog. An indication of a selected one of the one or more recommended outfit combinations is provided to the target user.
    Type: Application
    Filed: March 19, 2019
    Publication date: September 24, 2020
    Inventors: Hilary S. Parker, Allison M. Barros