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:
Jun. 23, 2026
Filed:
May. 17, 2022
Bank of America Corporation, Charlotte, NC (US);
Maharaj Mukherjee, Poughkeepsie, NY (US);
Utkarsh Raj, Charlotte, NC (US);
BANK OF AMERICA CORPORATION, Charlotte, NC (US);
Abstract
A system for performing optimization of hyper parameters in machine learning typically includes a classical computer apparatus and a quantum optimizer in communication with the classical computer apparatus. The classical computer apparatus is configured for gathering data sets associated with an application, identifying parameters associated with the application, constructing a machine learning model using the data sets and the parameters, determining conditions associated with optimizing the machine learning model, transmitting the machine learning model, the data sets, and the conditions to the quantum optimizer. The quantum optimizer computing a set of optimal hyperparameters for the machine learning model based on the data sets and the conditions and transmitting the set of optimal hyperparameters to the classical computer apparatus.