Invention Grant
- Patent Title: Method for improving performance of a trained machine learning model
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Application No.: US14863410Application Date: 2015-09-23
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Publication No.: US10332028B2Publication Date: 2019-06-25
- Inventor: Sachin Subhash Talathi , Aniket Vartak
- Applicant: QUALCOMM Incorporated
- Applicant Address: US CA San Diego
- Assignee: QUALCOMM Incorporated
- Current Assignee: QUALCOMM Incorporated
- Current Assignee Address: US CA San Diego
- Agency: Seyfarth Shaw LLP
- Main IPC: G06N3/02
- IPC: G06N3/02 ; G06N20/00 ; G06N3/08 ; G06K9/62 ; G06K9/46 ; G06N3/04
Abstract:
A method for improving performance of a trained machine learning model includes adding a second classifier with a second objective function to a first classifier with a first objective function. Rather than minimizing a function of errors for the first classifier, the second objective function is used to directly reduce the number errors of the first classifier.
Public/Granted literature
- US20170061326A1 METHOD FOR IMPROVING PERFORMANCE OF A TRAINED MACHINE LEARNING MODEL Public/Granted day:2017-03-02
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