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:
May. 07, 2024
Filed:
Mar. 29, 2021
Amazon Technologies, Inc., Seattle, WA (US);
Anil K. Ramakrishna, Los Angeles, CA (US);
Rahul Gupta, Waltham, MA (US);
Yuval Merhav, Cambridge, MA (US);
Zefei Li, Cambridge, MA (US);
Heather Brooke Spetalnick, Scotch Plains, NJ (US);
Amazon Technologies, Inc., Seattle, WA (US);
Abstract
Techniques for updating a machine learning (ML) model are described. A device or system may receive input data corresponding to a natural or non-natural language (e.g., gesture) input. Using a first ML model, the device or system may determine the input data corresponds to a data category of a plurality of data categories. Based on the data category, the device or system may select a ML training type from among a plurality of ML training types. Using the input data, the device or system may perform the selected ML training type with respect to a runtime ML model to generate an updated ML model.