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.

Date of Patent:
Oct. 22, 2019

Filed:

Apr. 23, 2015
Applicant:

Symantec Corporation, Mountain View, CA (US);

Inventors:

Michael Hart, Farmington, CT (US);

Chetan Verma, Sunnyvale, CA (US);

Assignee:

SYMANTEC CORPORATION, Mountain View, CA (US);

Attorney:
Primary Examiner:
Assistant Examiner:
Int. Cl.
CPC ...
G06N 20/20 (2019.01); G06N 20/00 (2019.01); G06N 7/00 (2006.01); G06F 16/13 (2019.01);
U.S. Cl.
CPC ...
G06N 20/00 (2019.01); G06F 16/13 (2019.01); G06N 7/005 (2013.01);
Abstract

A method for applying personalized machine learning models is provided. The method includes producing one or more feature vectors that represents features of one of a plurality of files of a file system and selecting, from a plurality of personalized machine learning models that model user accesses to the files of the file system a subset of the personalized machine learning models each of which has a plurality of non-zero weights corresponding to non-zero features of the one or more feature vectors. The method includes determining from the subset of personalized machine learning models which users of a plurality of users of the file system are likely to access the one of the plurality of files.


Find Patent Forward Citations

Hart, Michael. (2019). Method to efficiently apply personalized machine learning models by selecting models using active instance attributes (U.S. Patent No. 10452993). U.S. Patent and Trademark Office. https://idiyas.com/patent/badge/10452993

Data source: USPTO (United States Patent and Trademark Office) public patent records. Weekly synchronization. How IDiyas builds this profile

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