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. 02, 2025
Filed:
Jun. 22, 2022
Synopsys, Inc., Mountain View, CA (US);
Mathew V. Philip, Santa Clara, CA (US);
Joseph R. Walston, Durham, NC (US);
SYNOPSYS, INC., Sunnyvale, CA (US);
Abstract
A set of parameter values may be generated by a machine learning (ML) model, where the set of parameter values may be used by a black-box function to generate a set of outputs based on a set of inputs. It may be determined whether the set of parameter values is expected to cause the set of outputs generated by the black-box function to violate one or more desired goals. If so, a first response may be provided to the ML model that discourages the ML model from generating sets of parameter values that are similar to the set of parameter values. Otherwise, the set of parameter values may be provided to the black-box function, a second response may be determined based on the set of outputs generated by the black-box function, and the second response may be provided to the ML model.