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

PATENT NO 11900178
APP PUB NO 20220318078A1
SERIAL NO

17845786

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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)

  • CAPITAL ONE SERVICES, LLC

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Inventor(s)

Inventor Name Address # of filed Patents Total Citations
Abad, Fardin Abdi Taghi Seattle, US 123 209
Farivar, Reza Champaign, US 331 706
Goodsitt, Jeremy Champaign, US 483 847
Pham, Vincent Champaign, US 460 826
Taylor, Kenneth Champaign, US 175 607
Truong, Anh Champaign, US 458 857
Walters, Austin Savoy, US 541 909
Watson, Mark Sedona, US 355 4911

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