Federated machine-learning platform leveraging engineered features based on statistical tests

Number of patents in Portfolio can not be more than 2000

United States of America

PATENT NO 12242930
APP PUB NO 20210174257A1
SERIAL NO

17110022

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Abstract

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Provided is a process including: receiving a data token to be passed from a first node to a second node; retrieving machine learning model attributes from a collection of one or more of the sub-models of a federated machine-learning model; determining based on the machine learning model attributes, that the data token is learning relevant to members of the collection of one or more of the sub-models and, in response, adding the data toke to a training set to be used by at least some members of the collection of one or more of the sub-models; determining a collection of data tokens to transmit from the second node to a third node of the set of nodes participating in a federated machine-learning model; and transmitting the collection of data tokens.

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Patent Owner(s)

  • CEREBRI AI INC.

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Inventor(s)

Inventor Name Address # of filed Patents Total Citations
Belanger, Jean Joseph Austin, US 16 166
Briancon, Alain Charles Germantown, US 40 341
Huang, Max Changchun Toronto, CA 5 158
Pothula, Sundeep Toronto, CA 1 18
Prasad, Thejas Narayana Spring, US 8 61

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