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:
Oct. 15, 2024
Filed:
Aug. 18, 2022
Applicant:
Snap Inc., Santa Monica, CA (US);
Inventors:
Lawrence Jason Muhlstein, San Diego, CA (US);
Leonardo Ribas Machado das Neves, Marina Del Rey, CA (US);
Yanen Li, Los Angeles, CA (US);
Ning Xu, Irvine, CA (US);
Assignee:
Snap Inc., Santa Monica, CA (US);
Attorney:
Primary Examiner:
Assistant Examiner:
Int. Cl.
CPC ...
G06N 3/08 (2023.01); G06F 3/0481 (2022.01); G06F 16/22 (2019.01); G06F 3/0488 (2022.01);
U.S. Cl.
CPC ...
G06N 3/08 (2013.01); G06F 3/0481 (2013.01); G06F 16/22 (2019.01); G06F 3/0488 (2013.01);
Abstract
A neural network system can select content based on user and item content embeddings in an approach that can be updated in real time on the user device without server support. Requests for content sent to the server can include an anonymous user embedding that includes data describing the user's inputs. The content that is nearest to the user embedding in a joint embedding space can be returned as suggested content.