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. 07, 2023

Filed:

Apr. 29, 2020
Applicant:

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

Inventors:

Lior Horesh, North Salem, NY (US);

Giacomo Nannicini, New York, NY (US);

Oktay Gunluk, New York, NY (US);

Sanjeeb Dash, Croton on Hudson, NY (US);

Parikshit Ram, Atlanta, GA (US);

Alexander Gray, Yonkers, NY (US);

Attorneys:
Primary Examiner:
Int. Cl.
CPC ...
G06N 20/00 (2019.01); G06F 17/10 (2006.01); G06F 7/575 (2006.01); G06F 17/00 (2019.01); G06N 5/046 (2023.01); G06N 5/00 (2023.01);
U.S. Cl.
CPC ...
G06N 20/00 (2019.01); G06F 7/575 (2013.01); G06F 17/00 (2013.01); G06F 17/10 (2013.01); G06N 5/003 (2013.01); G06N 5/046 (2013.01);
Abstract

A processor may include a set of primitive operators, receive a set of data-driven operators, at least one of the set of data-driven operators including a machine learning model, and receive an input-output data pair set. Based on a grammar specifying rules for linking the set of primitive operators and the set of data-driven operators, the processor may search among the set of primitive operators and the set of data-driven operators to find a symbolic model that fits the input-output data set.


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