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:
Mar. 19, 2024
Filed:
Oct. 19, 2022
Applicant:
Sap SE, Walldorf, DE;
Inventors:
Peter Eberlein, Malsch, DE;
Volker Driesen, Heidelberg, DE;
Assignee:
SAP SE, Walldorf, DE;
Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06N 20/00 (2019.01); G06F 9/451 (2018.01); G06F 11/34 (2006.01); G06F 16/904 (2019.01); G06Q 10/0639 (2023.01); G06Q 30/0601 (2023.01);
U.S. Cl.
CPC ...
G06N 20/00 (2019.01); G06F 9/451 (2018.02); G06F 11/3466 (2013.01); G06F 16/904 (2019.01); G06Q 10/06393 (2013.01); G06Q 30/0631 (2013.01);
Abstract
In an example embodiment, a process is introduced into a machine learned model where additional results are output by the machine learned model in addition to those results that would be obtained through use of the trained model itself. In some example embodiments, these additional results may be random or semi-random to introduce results that might otherwise not have been recommended by the machine learned model. By introducing such additional results in a controlled way, it becomes possible to reduce biases caused by a self-reinforcing feedback loop while still presenting users with accurate machine learned model results.