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.
Patent No.:
Date of Patent:
Nov. 22, 2022
Filed:
Dec. 12, 2018
Applicant:
International Business Machines Corporation, Armonk, NY (US);
Inventors:
Amit Dhurandhar, Yorktown Heights, NY (US);
Pin-Yu Chen, Yorktown Heights, NY (US);
Karthikeyan Shanmugam, Yorktown Heights, NY (US);
Tejaswini Pedapati, Yorktown Heights, NY (US);
Avinash Balakrishnan, Yorktown Heights, NY (US);
Ruchir Puri, Yorktown Heights, NY (US);
Assignee:
INTERNATIONAL BUSINESS MACHINES CORPORATION, Armonk, NY (US);
Primary Examiner:
Int. Cl.
CPC ...
G06K 9/62 (2022.01); G06F 16/24 (2019.01); G06N 3/04 (2006.01); G06F 7/22 (2006.01);
U.S. Cl.
CPC ...
G06K 9/6285 (2013.01); G06F 7/22 (2013.01); G06F 16/24 (2019.01); G06N 3/04 (2013.01);
Abstract
A method, system, and computer program product, including generating a contrastive explanation for a decision of a classifier trained on structured data, highlighting an important feature that justifies the decision, and determining a minimal set of new values for features that alter the decision.