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. 15, 2026
Filed:
May. 30, 2023
International Business Machines Corporation, Armonk, NY (US);
Abigail Goldsteen, Haifa, IL;
Ron Shmelkin, Givatayim, IL;
Ariel Farkash, Shimshit, IL;
Maya Anderson, Netanya, IL;
International Business Machines Corporation, Armonk, NY (US);
Abstract
A computer-implemented method including: receiving a trained machine learning model; extracting a set of features associated with the machine learning model, wherein each of the extracted features is assigned a feature importance score which represents a relative explanatory power of the feature with respect to an output of the machine learning model; generating a set of marginal queries based, at least in part, on a selected subset of the features having a highest the feature importance score; performing a measurement of the set of marginal queries on a source database, to obtain measurements of the set of marginal queries on the source database; and using the measurements to generate synthetic data that matches the measurements.