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. 18, 2025

Filed:

Apr. 29, 2019
Applicant:

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

Inventors:

Youssef Mroueh, Yorktown Heights, NY (US);

Pierre L. Dognin, Yorktown Heights, NY (US);

Igor Melnyk, Yorktown Heights, NY (US);

Jarret Ross, Yorktown Heights, NY (US);

Tom Sercu, Yorktown Heights, NY (US);

Cicero Nogueira Dos Santos, Yorktown Heights, NY (US);

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06N 20/20 (2019.01); G06F 16/25 (2019.01); G06F 18/22 (2023.01); G06F 18/24 (2023.01); G06V 10/764 (2022.01); G06V 10/80 (2022.01);
U.S. Cl.
CPC ...
G06N 20/20 (2019.01); G06F 16/25 (2019.01); G06F 18/22 (2023.01); G06F 18/24 (2023.01); G06V 10/764 (2022.01); G06V 10/80 (2022.01);
Abstract

A method, system and apparatus of ensembling, including inputting a set of models that predict different sets of attributes, determining a source set of attributes and a target set of attributes using a barycenter with an optimal transport metric, and determining a consensus among the set of models whose predictions are defined on the source set of attributes.


Find Patent Forward Citations

Loading…