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:
Mar. 05, 2024

Filed:

Oct. 20, 2021
Applicant:

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

Inventors:

Aaron K. Baughman, Cary, NC (US);

Kavitha Hassan Yogaraj, Bangalore, IN;

Sudeep Ghosh, Bengaluru, IN;

Shikhar Kwatra, San Jose, CA (US);

Attorneys:
Primary Examiner:
Int. Cl.
CPC ...
G06F 16/28 (2019.01); G06F 16/22 (2019.01); G06F 18/21 (2023.01); G06F 18/211 (2023.01); G06F 18/231 (2023.01); G06N 10/00 (2022.01);
U.S. Cl.
CPC ...
G06F 16/285 (2019.01); G06F 16/2228 (2019.01); G06F 16/288 (2019.01); G06F 18/211 (2023.01); G06F 18/217 (2023.01); G06F 18/231 (2023.01); G06N 10/00 (2019.01);
Abstract

An embodiment includes building a hierarchical data structure using a hybrid hierarchical clustering process. The hybrid hierarchical clustering process comprises one or more iterations of a level-building process. An embodiment of the level-building process comprises building, by a classical processor, a first parent level of a current uppermost level of the hierarchical data structure by clustering classically-encoded clusters of the current uppermost level. The embodiment of the level-building process also comprises identifying, by a quantum processor, a set of candidate clustering options for clustering quantum-encoded clusters of the current uppermost level for a second parent level, including forming each of the set of candidate clustering options in parallel using respective different quantum encoding spaces. The embodiment of the level-building process also comprises building, by the classical processor, the second parent level based on a subset of the candidate clustering options.


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