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:
Mar. 31, 2026
Filed:
Nov. 23, 2021
Samsung Sds Co., Ltd., Seoul, KR;
Young Jun Kim, Seoul, KR;
Jae Sun Shin, Seoul, KR;
SAMSUNG SDS CO., LTD., Seoul, KR;
Abstract
A method performed on a computing device for providing explainable artificial intelligence (XAI) according to an embodiment of the present disclosure includes configuring a first set of prototypes representing each data instance of an entire dataset input to a machine-learned model, configuring a second set of criticisms that are samples of data instances not expressed by the prototypes among each data instance of the entire dataset, and calculating a first feature based rationale of output data for a first data instance of the model by considering all prototypes included in the first set and all criticisms included in the second set.
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