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.:
Date of Patent:
Sep. 29, 2026
Filed:
Dec. 21, 2021
Red Hat, Inc., Raleigh, NC (US);
Tommaso Teofili, Rome, IT;
Daniele Zonca, Vignate, IT;
Red Hat, Inc., Raleigh, NC (US);
Abstract
Methods and systems for improved optimization of machine learning model explanation processes are provided. In one embodiment, a method is provided that includes generating an approximation model using a model explanation process in order to present one or more relevant features for an output as generated by a model based on an input. Generating the approximation model may include determining a stability measure for a first set of parameter values for the model explanation process. The first set of parameter values to be iteratively adjusted to identify and optimize set of parameter values. The approximation model may then be generated using the model explanation process configured according to the optimize set of parameter values.
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