Hierarchical system and method for generating intercorrelated datasets

Number of patents in Portfolio can not be more than 2000

United States of America

PATENT NO 12265894
APP PUB NO 20210264277A1
SERIAL NO

17317010

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Abstract

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Systems and methods for generating synthetic intercorrelated data are disclosed. For example, a system may include at least one memory storing instructions and one or more processors configured to execute the instructions to perform operations. The operations may include training a parent model by iteratively performing steps. The steps may include generating, using the parent model, first latent-space data and second latent-space data. The steps may include generating, using a first child model, first synthetic data based on the first latent-space data, and generating, using a second child model, second synthetic data based on the second latent-space data. The steps may include comparing the first synthetic data and second synthetic data to training data. The steps may include adjusting a parameter of the parent model based on the comparison or terminating training of the parent model based on the comparison.

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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
Abad, Fardin Abdi Taghi Seattle, US 128 307
Goodsitt, Jeremy Champaign, US 537 1306
Pham, Vincent Champaign, US 479 1269
Walters, Austin Savoy, US 576 1401

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