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:
Feb. 21, 2023
Filed:
Mar. 19, 2020
Intuit Inc., Mountain View, CA (US);
Eric King Loong Shiu, Milpitas, CA (US);
Christopher Z. Lesner, Palo Alto, CA (US);
Alexander S. Ran, Palo Alto, CA (US);
Marko Sasa Rukonic, San Jose, CA (US);
Wei Wang, San Jose, CA (US);
Zhicheng Xue, Union City, CA (US);
INTUIT INC., Mountain View, CA (US);
Abstract
Certain aspects of the present disclosure provide techniques for generating a human readable summary explanation to a user for an outcome generated by a complex machine learning model. In one embodiment, a risk assessment service can receive a request from a user in which a risk model of the risk assessment service performs a specific task (e.g., determining the level of risk associated with the user). Once the risk model determines the risk associated with the user, in order to comply with regulations from a compliance system, the risk model can provide a user with an explanation as to the outcome for transparency purposes.