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:
Aug. 04, 2026
Filed:
Jan. 12, 2021
Sap SE, Walldorf, DE;
Tassilo Klein, Berlin, DE;
Moin Nabi, Berlin, DE;
SAP SE, Walldorf, DE;
Abstract
A first machine learning model may be trained to generate a first representation of a first user data having private attributes and non-private attributes. The first representation may be generated to achieve a focal entropy by maximizing an entropy amongst similar private attributes. The first representation to preserve information associated with the non-private attributes but omit information associated with the private attributes. Moreover, the first user data may be classified based on a target portion of the first representation including the non-private attributes but not the residual portion of the first representation including the private attributes. The trained first machine learning model may be applied to generate a second representation of a second user data such that downstream tasks may be performed by applying a second machine learning model to the second representation of the second user data. Related systems and computer program products are also provided.