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. 20, 2026

Filed:

Oct. 21, 2022
Applicant:

International Business Machines Corporation, Armonk, NY (US);

Inventors:

Kavitha Hassan Yogaraj, Bangalore, IN;

Frederik Frank Flother, Schhlieren, CH;

Vladimir Rastunkov, Mundelein, IL (US);

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06N 20/00 (2019.01); G06N 3/042 (2023.01); G06N 3/126 (2023.01);
U.S. Cl.
CPC ...
G06N 20/00 (2019.01); G06N 3/042 (2023.01); G06N 3/126 (2013.01);
Abstract

Provided are a computer-implemented method, a system, and a computer program product for futureproofing a machine learning model, in which historical data for updates and changes to a baseline machine learning model are received. A futureproofing metric is generated. An enhanced machine learning model comprising a futureproofed version of the baseline machine learning model is generated with the historical data and the baseline machine learning model as inputs.


Find Patent Forward Citations

Yogaraj, Kavitha. (2026). Futureproofing a machine learning model (U.S. Patent No. 12770057). U.S. Patent and Trademark Office. https://idiyas.com/patent/badge/12770057

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

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