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:
Dec. 23, 2025
Filed:
Oct. 27, 2021
Sap SE, Walldorf, DE;
Rajesh Vellore Arumugam, Singapore, SG;
Andrew Ivan Soegeng, Singapore, SG;
Stefan Klaus Baur, Heidelberg, DE;
SAP SE, Walldorf, DE;
Abstract
Methods, systems, and computer-readable storage media directed to incremental training of ML models using incremental data to reduce degradation of performance of the ML models over time. Implementations of the present disclosure reduce overhead, in terms of time and technical resources, expended to retrain ML models using full sets of training data. Further, through incremental training, implementations of the present disclosure evaluate multiple data sets to achieve ML model performance that meets or exceeds performance achieved through training on the entire data sets, while providing reduced training times.