Federated machine-learning platform leveraging engineered features based on statistical tests
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United States of America
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Mar 4, 2025
Grant Date -
Jun 10, 2021
app pub date -
Dec 2, 2020
filing date -
Dec 2, 2020
priority date (Note) -
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status (Latency Note)
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Abstract
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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