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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.:

US 11663486 B1

PDFFull Text
Date of Patent:
May. 30, 2023

Filed:

Jun. 23, 2020

Intelligent learning system with noisy label data

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:

Griffiths & Seaton PLLC

Primary Examiner:

Jared M Bibbee

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.

Find Patent Forward Citations

Sun, Yang. (2023). Intelligent learning system with noisy label data (U.S. Patent No. 11663486). U.S. Patent and Trademark Office. https://idiyas.com/patent/badge/11663486

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

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