Invention Grant
- Patent Title: Determining model parameters using secret sharing
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Application No.: US17188837Application Date: 2021-03-01
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Publication No.: US11113613B2Publication Date: 2021-09-07
- Inventor: Yashun Zhou , Lichun Li , Shan Yin , Huazhong Wang
- Applicant: Advanced New Technologies Co., Ltd.
- Applicant Address: KY Grand Cayman
- Assignee: Advanced New Technologies Co., Ltd.
- Current Assignee: Advanced New Technologies Co., Ltd.
- Current Assignee Address: KY Grand Cayman
- Agency: Fish & Richardson P.C.
- Priority: CN201910734775.4 20190809
- Main IPC: G06N5/04
- IPC: G06N5/04 ; G06F21/60 ; G06N20/00 ; G06F17/16

Abstract:
This disclosure relates to determining model parameters using secret sharing. In some aspects, a first data party device obtains a first share of a Hessian matrix for a data processing model. The first data party device obtains, using secret sharing with the second data party device, a first share of a product of a random number matrix and the Hessian matrix. The first data party device, determines a first share of a first inverse matrix based on a second inverse matrix and the first share of the random number matrix. The first data party device determines the first inverse matrix, a first share of a product of the first inverse matrix and a gradient of a loss function of the data processing model, and a first share of a new model parameter for the data processing model.
Public/Granted literature
- US20210182711A1 DETERMINING MODEL PARAMETERS USING SECRET SHARING Public/Granted day:2021-06-17
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