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:
Aug. 25, 2026

Filed:

Apr. 20, 2021
Applicant:

Red Hat, Inc., Raleigh, NC (US);

Inventors:

Daniele Zonca, Milan, IT;

Tommaso Teofili, Rome, IT;

Assignee:

Red Hat, Inc., Raleigh, NC (US);

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06N 5/045 (2023.01); G06N 20/00 (2019.01);
U.S. Cl.
CPC ...
G06N 5/045 (2013.01); G06N 20/00 (2019.01);
Abstract

A method includes receiving input data that is used by a machine learning model to generate a first inference. The machine learning model was previously trained using a set of training data. The method also includes generating a set of modified input data based on the input data. The set of modified input data is generated without using the training data. The method further includes obtaining, from an explanation system, an explanation array. The explanation system is to generate the explanation array based on the machine learning model and the set of modified input data.


Find Patent Forward Citations

Zonca, Daniele. (2026). Application of local interpretable model-agnostic explanations on decision systems without training data (U.S. Patent No. 12718125). U.S. Patent and Trademark Office. https://idiyas.com/patent/badge/12718125

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

Loading…