The patent badge is an abbreviated version of the USPTO patent document. The patent badge does contain a link to the full patent document.

The patent badge is an abbreviated version of the USPTO patent document. The patent badge covers the following: Patent number, Date patent was issued, Date patent was filed, Title of the patent, Applicant, Inventor, Assignee, Attorney firm, Primary examiner, Assistant examiner, CPCs, and Abstract. The patent badge does contain a link to the full patent document (in Adobe Acrobat format, aka pdf). To download or print any patent click here.

Date of Patent:
Sep. 07, 2021

Filed:

Mar. 01, 2021
Applicant:

Advanced New Technologies Co., Ltd., Grand Cayman, KY;

Inventors:

Yashun Zhou, Hangzhou, CN;

Lichun Li, Hangzhou, CN;

Shan Yin, Hangzhou, CN;

Huazhong Wang, Hangzhou, CN;

Assignee:
Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06N 5/04 (2006.01); G06F 21/60 (2013.01); G06N 20/00 (2019.01); G06F 17/16 (2006.01);
U.S. Cl.
CPC ...
G06N 5/04 (2013.01); G06F 17/16 (2013.01); G06F 21/60 (2013.01); G06N 20/00 (2019.01);
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.


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