Title:
AN ON-DEVICE TRAINING METHOD TO TRAIN AN ARTIFICIAL INTELLIGENT MODEL AND A SYSTEM THEREFOR
Document Type and Number:
WIPO Patent Application WO/2023/153778
Kind Code:
A1
Abstract:
An on-device training method to train an artificial intelligence (AI) model on a device and a system are provided. The method includes receiving a training request for initiating on-device training from one or more applications based on dataset for the on-device training of the AI model being obtained through the one or more applications. The method further comprises determining whether at least one policy of a plurality of predefined policies regarding state of at least one component included in the device is satisfied, based on the training request. The method also comprises training, based on the at least one policy being satisfied, the AI model using data associated with the one or more applications.
Inventors:
R PRASANNA (IN)
NAIDU PRAVEEN DORESWAMY (IN)
SINGH RAMAN PRATAP (IN)
NAIDU PRAVEEN DORESWAMY (IN)
SINGH RAMAN PRATAP (IN)
Application Number:
PCT/KR2023/001782
Publication Date:
August 17, 2023
Filing Date:
February 08, 2023
Export Citation:
Assignee:
SAMSUNG ELECTRONICS CO LTD (KR)
International Classes:
G06N3/10; G06F40/274; G06N3/04; G06N3/08
Foreign References:
| US20200005187A1 | 2020-01-02 | |||
| US20180302498A1 | 2018-10-18 | |||
| US10700992B1 | 2020-06-30 | |||
| US20180359172A1 | 2018-12-13 | |||
| US10761897B2 | 2020-09-01 |
Attorney, Agent or Firm:
KIM, Tae-hun et al. (KR)
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