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. 25, 2019
Filed:
Sep. 23, 2015
Applicant:
Qualcomm Incorporated, San Diego, CA (US);
Inventors:
Sachin Subhash Talathi, San Diego, CA (US);
Aniket Vartak, San Diego, CA (US);
Assignee:
QUALCOMM Incorporated, San Diego, CA (US);
Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06N 3/02 (2006.01); G06N 20/00 (2019.01); G06N 3/08 (2006.01); G06K 9/62 (2006.01); G06K 9/46 (2006.01); G06N 3/04 (2006.01);
U.S. Cl.
CPC ...
G06N 20/00 (2019.01); G06K 9/4628 (2013.01); G06K 9/627 (2013.01); G06K 9/6257 (2013.01); G06K 9/6267 (2013.01); G06N 3/082 (2013.01); G06N 3/02 (2013.01); G06N 3/04 (2013.01);
Abstract
A method for improving performance of a trained machine learning model includes adding a second classifier with a second objective function to a first classifier with a first objective function. Rather than minimizing a function of errors for the first classifier, the second objective function is used to directly reduce the number errors of the first classifier.