公开(公告)号：US20240135181A1

公开(公告)日：2024-04-25

申请号：US18541972

申请日：2023-12-15

Applicant: Samsung Electronics Co., Ltd.

Inventor： Gokulkrishna M ,  Siva Kailash SACHITHANANDAM ,  Prasanna R ,  Rajath Elias SOANS ,  Alladi Ashok Kumar SENAPATI ,  Praveen Doreswamy NAIDU ,  Pradeep NELAHONNE SHIVAMURTHAPPA

IPC: G06N3/08 ,  G06N3/045

CPC classification number: G06N3/08 ,  G06N3/045

Abstract: A method for validating a trained artificial intelligence (AI) model on a device is provided. The method includes deploying a validation model generated by applying a plurality of anticipated configurational changes associated with the trained AI model requiring validation. Further, the method includes providing input data to each of the validation model and the trained AI model for receiving an output from each of the validation model and the trained AI model, wherein the output of the validation model is further based on one or more actual configurational deviations that occurred during training of the trained AI model since deployment of the trained AI model on the device. Furthermore, the method includes combining the output of each of the validation model and the trained AI model to validate the trained AI model.