The patent badge is an abbreviated version of the USPTO patent document. The patent badge does contain a link to the full patent document.
The patent badge is an abbreviated version of the USPTO patent document. The patent badge covers the following: Patent number, Date patent was issued, Date patent was filed, Title of the patent, Applicant, Inventor, Assignee, Attorney firm, Primary examiner, Assistant examiner, CPCs, and Abstract. The patent badge does contain a link to the full patent document (in Adobe Acrobat format, aka pdf). To download or print any patent click here.
Patent No.:
Date of Patent:
Sep. 29, 2020
Filed:
Sep. 12, 2016
Amazon Technologies, Inc., Seattle, WA (US);
Naiem Khodabandehloo Yeganeh, Seattle, WA (US);
Sheng Bi, Bellevue, WA (US);
Paul Grunchich, Everett, WA (US);
Royden Mark Jacob Lewis, Seattle, WA (US);
Hunlan Lin, Seattle, WA (US);
Chenzhi Shao, Kirkland, WA (US);
Chun-Che Wang, Seattle, WA (US);
Amazon Technologies, Inc., Seattle, WA (US);
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.