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US Patent 11301571 Neural-network training using secure data processing

Patent 11301571 was granted and assigned to Via Science, Inc. on April, 2022 by the United States Patent and Trademark Office.

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Is a
Patent
Patent
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Patent attributes

Patent Applicant
Via Science, Inc.
Via Science, Inc.
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Current Assignee
Via Science, Inc.
Via Science, Inc.
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Patent Jurisdiction
United States Patent and Trademark Office
United States Patent and Trademark Office
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Patent Number
113015710
Patent Inventor Names
Colin Gounden0
Kai Chung Cheung0
John Christopher Muddle0
Jesús Alejandro Cárdenes Cabré0
Jeremy Taylor0
Date of Patent
April 12, 2022
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Patent Application Number
173296770
Date Filed
May 25, 2021
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Patent Citations
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US Patent 10713754 Remote distribution of neural networks
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US Patent 10565498 Deep neural network-based relationship analysis with multi-feature token model
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US Patent 10699190 Systems and methods for efficiently updating neural networks
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US Patent 10747962 Artificial intelligence system using phrase tables to evaluate and improve neural network based machine translation
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US Patent 10755172 Secure training of multi-party deep neural network
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US Patent 10846623 Data clean-up method for improving predictive model training
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US Patent 10984423 Method of operating artificial intelligence machines to improve predictive model training and performance
Patent Primary Examiner
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J. Brant Murphy
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CPC Code
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G06N 3/0454
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G06N 3/0472
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G06N 3/0481
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G06N 3/084
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G06N 3/10
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G06Q 20/3823
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G06Q 20/3829
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G06N 20/10
0
...

Computer instructions corresponding to a neural-network model are received and encrypted using an encryption technique. Training data encrypted using the encryption technique is received from a data source. The model is trained using the training data using, for example, a gradient descent technique. If the model performs in accordance with a quality metric, it is sent to a device of a model user.

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