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:
Apr. 02, 2024
Filed:
Apr. 08, 2020
Applicant:
Google Llc, Mountain View, CA (US);
Inventors:
Amir H. Hormati, Kirkland, WA (US);
Lisa Yin, Mountain View, CA (US);
Umar Ali Syed, Edison, NJ (US);
Mingge Deng, Mountain View, CA (US);
Assignee:
Google LLC, Mountain View, CA (US);
Attorneys:
Primary Examiner:
Assistant Examiner:
Int. Cl.
CPC ...
G06F 16/332 (2019.01); G06F 16/22 (2019.01); G06F 16/2453 (2019.01); G06F 17/16 (2006.01); G06F 18/214 (2023.01); G06N 5/04 (2023.01); G06Q 30/0201 (2023.01);
U.S. Cl.
CPC ...
G06Q 30/0201 (2013.01); G06F 16/221 (2019.01); G06F 16/24535 (2019.01); G06F 17/16 (2013.01); G06F 18/214 (2023.01); G06N 5/04 (2013.01);
Abstract
Methods, systems, and apparatus, including computer programs encoded on a computer storage medium, for scalable matrix factorization. A method includes obtaining a Structured Query Language (SQL) query to create a matrix factorization model based on a set of training data, generating SQL sub-queries that don't include non-scalable functions, obtaining the set of training data, and generating a matrix factorization model based on the set of training data and the SQL sub-queries that don't include non-scalable functions.