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:
Jun. 28, 2022

Filed:

Apr. 01, 2019
Applicant:

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

Inventors:

Catherine H. Crawford, Bedford, NH (US);

Lior Horesh, North Salem, NY (US);

Tal Kachman, Haifa, IL;

John A. Gunnels, Somers, NY (US);

Attorneys:
Primary Examiner:
Assistant Examiner:
Int. Cl.
CPC ...
G06F 16/00 (2019.01); G06N 10/00 (2022.01); G06N 20/00 (2019.01); G06F 16/28 (2019.01); G06F 16/906 (2019.01); G06N 20/10 (2019.01);
U.S. Cl.
CPC ...
G06F 16/285 (2019.01); G06F 16/906 (2019.01); G06N 10/00 (2019.01); G06N 20/10 (2019.01);
Abstract

In an embodiment, a method of sketching using a hybrid quantum-classical system includes creating a set of clustered data sets from a first data set. In an embodiment, the method includes evaluating, using a quantum processor and quantum memory, the set of clustered data sets. In an embodiment, the method includes evaluating, using the quantum processor and quantum memory, a set of quality metrics for the set of clustered data sets. In an embodiment, the method includes reclustering, responsive to at least one of the set of quality metrics failing to meet a quality criterion, the first data set.


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