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:
Oct. 17, 2023
Filed:
Dec. 29, 2018
Applicant:
International Business Machines Corporation, Armonk, NY (US);
Inventors:
George Kour, Tel Aviv, IL;
Guy Hadash, Haifa, IL;
Yftah Ziser, Haifa, IL;
Ofer Lavi, Tel Aviv, IL;
Guy Lev, Tel Aviv, IL;
Assignee:
International Business Machines Corporation, Armonk, NY (US);
Attorneys:
Primary Examiner:
Int. Cl.
CPC ...
G06N 3/08 (2023.01); G06N 3/088 (2023.01); G05D 1/10 (2006.01); G05D 1/02 (2020.01); G05D 1/00 (2006.01); G06F 18/21 (2023.01);
U.S. Cl.
CPC ...
G06N 3/088 (2013.01); G05D 1/0088 (2013.01); G05D 1/021 (2013.01); G05D 1/101 (2013.01); G06F 18/217 (2023.01);
Abstract
A specification of a property required to be upheld by a computerized machine learning system is obtained. A training data set corresponding to the property and inputs and outputs of the system is built. The system is trained on the training data set. Activity of the system is monitored before, during, and after the training. Based on the monitoring, performance of the system is evaluated to determine whether the system, once trained on the training data set, upholds the property.