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:
May. 30, 2023
Filed:
Jun. 23, 2020
Applicant:
International Business Machines Corporation, Armonk, NY (US);
Inventors:
Yang Sun, San Jose, CA (US);
Abhishek Kolagunda, San Jose, CA (US);
Xiaolong Wang, San Jose, CA (US);
Steven Nicholas Eliuk, San Jose, CA (US);
Assignee:
INTERNATIONAL BUSINESS MACHINES CORPORATION, Armonk, NY (US);
Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06F 16/00 (2019.01); G06N 3/084 (2023.01); G06F 17/18 (2006.01); G06N 20/00 (2019.01); G06N 3/088 (2023.01); G06F 18/214 (2023.01); G06F 18/2113 (2023.01);
U.S. Cl.
CPC ...
G06N 3/084 (2013.01); G06F 17/18 (2013.01); G06F 18/2113 (2023.01); G06F 18/2155 (2023.01); G06N 3/088 (2013.01); G06N 20/00 (2019.01);
Abstract
Various embodiments are provided for providing machine learning with noisy label data in a computing environment using one or more processors in a computing system. A label corruption probability of noisy labels may be estimated for selected data from a dataset using temporal inconsistency in a machine model prediction during a training operation in a neural network.