Invention Publication
- Patent Title: METHOD AND ELECTRONIC DEVICE FOR AUTOMATED MACHINE LEARNING MODEL RETRAINING
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Application No.: US18305712Application Date: 2023-04-24
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Publication No.: US20240046151A1Publication Date: 2024-02-08
- Inventor: Sukhdeep SINGH , Vivek SAPRU , Joseph THALIATH , Ganesh Kumar THANGAVEL , Ashish JAIN , Seungil YOON , Hoejoo LEE , Hunje YEON
- Applicant: SAMSUNG ELECTRONICS CO., LTD.
- Applicant Address: KR SUWON-SI
- Assignee: SAMSUNG ELECTRONICS CO., LTD.
- Current Assignee: SAMSUNG ELECTRONICS CO., LTD.
- Current Assignee Address: KR SUWON-SI
- Priority: IN 2241044197 2022.08.02
- Main IPC: G06N20/00
- IPC: G06N20/00

Abstract:
A system and/or method for automated ML model retraining by an electronic device. The system and/or method may include one or more of: running a first ML model and a second ML model, predicting an accuracy degradation of the first ML model using the second ML model, determining whether the predicted accuracy degradation meets a pre-defined threshold, and/or retraining the first ML model when the predicted accuracy degradation meets the pre-defined threshold.
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