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:
Nov. 19, 2024
Filed:
Jul. 12, 2023
Applicant:
Google Llc, Mountain View, CA (US);
Inventor:
Lukas Zilka, Zurich, CH;
Assignee:
GOOGLE LLC, Mountain View, CA (US);
Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06F 18/214 (2023.01); G06F 17/18 (2006.01); G06F 18/2415 (2023.01); G06N 3/02 (2006.01); G06N 20/00 (2019.01); G06V 10/46 (2022.01);
U.S. Cl.
CPC ...
G06F 18/2148 (2023.01); G06F 17/18 (2013.01); G06F 18/2415 (2023.01); G06N 3/02 (2013.01); G06N 20/00 (2019.01); G06V 10/46 (2022.01); G06V 10/473 (2022.01);
Abstract
Methods, systems, and apparatus, including computer programs encoded on a computer storage medium, for collaboratively training an interaction prediction machine learning model using a plurality of user devices in a manner that respects user privacy. In one aspect, the machine learning model is configured to process an input comprising: (i) a search query, and (ii) a data element, to generate an output which characterizes a likelihood that a given user would interact with the data element if the data element were presented to the given user on a webpage identified by a search result responsive to the search query.