Patents by Inventor Hunlan Lin

Hunlan Lin 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).

  • Automatic re-training of offline machine learning models
    Patent number: 10789548
    Abstract: Systems and methods are provided for retraining a machine learning model to learn a retrained machine learning model. After a computing system receives an execution log of a prediction service and an observed user action, it may create retraining data. From the retraining data, the computing system may learn a retrained machine learning model. The retrained machine learning model can be used to compute future predictions of user actions if it has an improved performance over the original machine learning model.
    Type: Grant
    Filed: September 12, 2016
    Date of Patent: September 29, 2020
    Assignee: Amazon Technologies, Inc.
    Inventors: Naiem Khodabandehloo Yeganeh, Sheng Bi, Paul Grunchich, Royden Mark Jacob Lewis, Hunlan Lin, Chenzhi Shao, Chun-Che Wang