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:
Sep. 01, 2026

Filed:

Jul. 08, 2022
Applicant:

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

Inventors:

Wei Sun, Scarsdale, NY (US);

Shivaram Subramanian, Frisco, TX (US);

Youssef Drissi, Peekskill, NY (US);

Markus Ettl, Yorktown Heights, NY (US);

Attorney:
Primary Examiner:
Assistant Examiner:
Int. Cl.
CPC ...
G06N 5/022 (2023.01); G06F 16/901 (2019.01); G06F 18/243 (2023.01); G06N 5/025 (2023.01);
U.S. Cl.
CPC ...
G06N 5/022 (2013.01); G06F 16/9027 (2019.01); G06F 18/24323 (2023.01); G06N 5/025 (2013.01);
Abstract

A computer implemented method includes identifying, by one or more processors, a decision tree corresponding to an artificial intelligence model, detecting, by one or more processors, new data associated with an update to the identified decision tree, identifying, by one or more processors, counterfactual data corresponding to the new data, identifying, by one or more processors, one or more expected outcomes corresponding to the counterfactual data and the new data, and generating, by one or more processors, an updated decision tree based on the identified new data and the identified counterfactual data. A computer program product and computer system corresponding to the method are also disclosed.


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