Systems and methods for quickly searching datasets by indexing synthetic data generating models

Number of patents in Portfolio can not be more than 2000

United States of America

PATENT NO 12210917
APP PUB NO 20210365305A1
SERIAL NO

17395899

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ATTORNEY / AGENT: (SPONSORED)

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Abstract

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Systems and methods for searching datasets and classifying datasets are disclosed. For example, a system may include one or more memory units storing instructions and one or more processors configured to execute the instructions to perform operations. The operations may include receiving a test dataset from a client device and generating a test data model output using a data model, based on the test dataset. The operations may include processing test data model output by implementing an encoding method, a factorizing method, and/or a vectorizing method. The operations may include retrieving a reference data model output from a dataset index, based on a reference dataset. The operations may include generating a similarity metric based on the reference data model output and the test data model output. The operations may include classifying the test dataset based on the similarity metric and transmitting, to the client device, information comprising the classification.

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Patent Owner(s)

Patent OwnerAddress
CAPITAL ONE SERVICES LLC1680 CAPITAL ONE DRIVE MCLEAN VA 22102

International Classification(s)

Inventor(s)

Inventor Name Address # of filed Patents Total Citations
Farivar, Reza Champaign, US 346 1040
Goodsitt, Jeremy Champaign, US 537 1306
Key, Kate Effingham, US 100 463
Pham, Vincent Champaign, US 479 1269
Rafferty, Galen Mahomet, US 219 337
Truong, Anh Champaign, US 480 1303
Walters, Austin Savoy, US 576 1401
Watson, Mark Urbana, US 366 5533

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