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.

Date of Patent:
Feb. 17, 2026

Filed:

Jun. 21, 2021
Applicant:

International Business Machines Corporation, Armonk, NY (US);

Inventors:

Vladimir Rastunkov, Mundelein, IL (US);

Jae-Eun Park, Wappingers Falls, NY (US);

Abhijit Mitra, The Woodlands, TX (US);

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06N 20/20 (2019.01); G06F 11/34 (2006.01); G06F 18/214 (2023.01); G06N 10/00 (2022.01);
U.S. Cl.
CPC ...
G06N 20/20 (2019.01); G06F 11/3428 (2013.01); G06F 18/2148 (2023.01); G06N 10/00 (2019.01);
Abstract

Techniques regarding generating an ensemble of quantum kernel-based learners for one or more quantum machine learning models are provided. For example, one or more embodiments described herein can comprise a system, which can comprise a memory that can store computer executable components. The system can also comprise a processor, operably coupled to the memory, and that can execute the computer executable components stored in the memory. The computer executable components can comprise an ensemble component that can generate an ensemble of quantum kernel-based learners by selecting a quantum kernel at multiple iterations of a boosting procedure that analyzes a range of feature maps employable by a quantum machine learning model.


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