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:
Jun. 25, 2024
Filed:
Dec. 15, 2022
Apple Inc., Cupertino, CA (US);
Moises Goldszmidt, Palo Alto, CA (US);
Anatoly D. Adamov, Palo Alto, CA (US);
Juan C. Garcia, San Francisco, CA (US);
Julia R. Reisler, Kirkland, WA (US);
Timothy S. Paek, Mercer Island, WA (US);
Vishwas Kulkarni, Redmond, WA (US);
Yu-Chung Hsiao, Millbrae, CA (US);
Pavan Chitta, Cupertino, CA (US);
Apple Inc., Cupertino, CA (US);
Abstract
Systems and methods are disclosed for triggering an update to a machine-learning model upon detecting that a distribution of particular (e.g., recently collected) input data set is sufficiently different from a distribution training input data set used to train the model. The distributions may be determined to be sufficiently different when a classifier can identify to which distribution individual data elements belong (e.g., to at least a predetermined degree). An update to the machine-learning model can include morphing weights used by the model and/or retraining the model.