Distributed machine learning for improved privacy

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United States of America Patent

PATENT NO 11809972
APP PUB NO 20220245524A1
SERIAL NO

17726338

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ATTORNEY / AGENT: (SPONSORED)

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Abstract

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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.

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Patent Owner(s)

  • SNAP INC.

International Classification(s)

Inventor(s)

Inventor Name Address # of filed Patents Total Citations
Huang, Dachuan Santa Monica, US 7 14
Liu, Frederick Playa Vista, US 17 1064
Marcedone, Antonio New York, US 6 5
Pihur, Vasyl Santa Monica, US 17 22
Sankuratripati, Subhash Playa Vista, US 20 866
Zeng, Ruogu Los Angeles, US 3 5

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