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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.

Patent No.:

US 11341429 B1

PDFFull Text
Date of Patent:
May. 24, 2022

Filed:

Oct. 11, 2018

Distributed machine learning for improved privacy

Applicant:

Snap Inc., Santa Monica, CA (US);

Inventors:

Vasyl Pihur, Venice, CA (US);

Subhash Sankuratripati, Playa Vista, CA (US);

Dachuan Huang, Santa Monica, CA (US);

Antonio Marcedone, New York, NY (US);

Frederick Liu, Playa Vista, CA (US);

Ruogu Zeng, Los Angeles, CA (US);

Assignee:

Snap Inc., Santa Monica, CA (US);

Attorney:

Schwegman Lundberg & Woessner, P.A.

Primary Examiner:

Abdullahi E Salad

Int. Cl.
CPC ...
G06N 99/00 (2019.01); G06N 5/04 (2006.01); G06F 21/57 (2013.01); G06N 20/00 (2019.01); H04L 51/52 (2022.01); H04L 51/18 (2022.01);
U.S. Cl.
CPC ...
G06N 20/00 (2019.01); G06N 5/04 (2013.01); H04L 51/18 (2013.01); H04L 51/32 (2013.01);
Abstract

Methods, computer readable media, devices, and systems provide for distributed machine learning. In one aspect, a method of training a model is disclosed. The method includes receiving, by a client device, from one or more servers, an intermediate model, training, by the client device, the intermediate model based on private data, and transmitting, by the client device, to the one or more servers, the trained intermediate model.

Find Patent Forward Citations

Pihur, Vasyl. (2022). Distributed machine learning for improved privacy (U.S. Patent No. 11341429). U.S. Patent and Trademark Office. https://idiyas.com/patent/badge/11341429

Data source: USPTO (United States Patent and Trademark Office) public patent records. Weekly synchronization. How IDiyas builds this profile

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