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. 16, 2020
Filed:
Jul. 11, 2016
Applicant:
Salesforce.com, Inc., San Francisco, CA (US);
Inventors:
Pingping Xiu, Santa Clara, CA (US);
Scott Douglas White, Seattle, WA (US);
Parijat Mazumdar, Champaign, IL (US);
Assignee:
SALESFORCE.COM, INC., San Francisco, CA (US);
Attorney:
Primary Examiner:
Assistant Examiner:
Int. Cl.
CPC ...
G06F 16/22 (2019.01); G06N 20/00 (2019.01);
U.S. Cl.
CPC ...
G06F 16/2255 (2019.01); G06N 20/00 (2019.01);
Abstract
Disclosed embodiments are related to feature hashing techniques. A processing device of a database system may identify a set of machine learning features; generate a first hash map of said set of machine learning features and a second different hash map of said set of machine learning features. The processing device may generate a memory compact model for an online machine learning system using the first and second hash maps, and store the memory compact model in the memory device.