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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 12217143 B1

PDFFull Text
Date of Patent:
Feb. 04, 2025

Filed:

Mar. 05, 2019

Resolving opaqueness of complex machine learning applications

Applicant:

Wells Fargo Bank, N.a., San Francisco, CA (US);

Inventors:

Vijayan N. Nair, Matthews, NC (US);

Agus Sudjianto, Charlotte, NC (US);

Jie Chen, Fremont, CA (US);

Kurt Schieding, Charlotte, NC (US);

Linwei Hu, Charlotte, NC (US);

Xiaoyu Liu, Newark, CA (US);

Joel Vaughan, Charlotte, NC (US);

Assignee:

Wells Fargo Bank, N.A., San Francisco, CA (US);

Attorney:

K&L Gates LLP

Primary Examiner:

Kakali Chaki

Assistant Examiner:

Michael H Hoang

Int. Cl.
CPC ...
G06N 20/20 (2019.01); G06F 16/901 (2019.01); G06F 17/13 (2006.01); G06F 17/15 (2006.01); G06F 18/23213 (2023.01); G06N 3/047 (2023.01); G06N 3/048 (2023.01); G06T 11/20 (2006.01);
U.S. Cl.
CPC ...
G06N 20/20 (2019.01); G06F 16/9027 (2019.01); G06F 17/13 (2013.01); G06F 17/15 (2013.01); G06F 18/23213 (2023.01); G06N 3/047 (2023.01); G06N 3/048 (2023.01); G06T 11/206 (2013.01);
Abstract

Computing systems and technical methods that transform data structures and pierce opacity difficulties associated with complex machine learning algorithms are disclosed. Advances include a framework and techniques that include: i) global diagnostics; ii) locally interpretable models LIME-SUP-R and LIME-SUP-D; and iii) explainable neural networks.

Find Patent Forward Citations

Nair, Vijayan. (2025). Resolving opaqueness of complex machine learning applications (U.S. Patent No. 12217143). U.S. Patent and Trademark Office. https://idiyas.com/patent/badge/12217143

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

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