System, method, and computer-accessible medium for evaluating multi-dimensional synthetic data using integrated variants analysis

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United States of America

PATENT NO 12175308
APP PUB NO 20240160502A1
SERIAL NO

18402937

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Abstract

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An exemplary system, method, and computer-accessible medium can include, for example, receiving an original dataset(s), receiving a synthetic dataset(s), training a model(s) using the original dataset(s) and the synthetic dataset(s), and evaluating the synthetic dataset(s) based on the training of the model(s). The model(s) can include a first model and a second model, and the first model can be trained using the original dataset(s) and the second model can be trained using the synthetic dataset(s). The synthetic dataset(s) can be evaluated by comparing first results from the training of the first model to second results from the training of the second model.

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Patent Owner(s)

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

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Inventor(s)

Inventor Name Address # of filed Patents Total Citations
Abad, Fardin Abdi Taghi Seattle, US 128 307
Farivar, Reza Champaign, US 346 1040
Goodsitt, Jeremy Champaign, US 537 1306
Pham, Vincent Champaign, US 479 1269
Taylor, Kenneth Champaign, US 180 762
Truong, Anh Champaign, US 480 1303
Walters, Austin Savoy, US 576 1401
Watson, Mark Sedona, US 366 5533

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