Synthetic data generation in computer-based reasoning systems

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United States of America Patent

PATENT NO 11783211
APP PUB NO 20220414501A1
SERIAL NO

17900502

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Abstract

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Techniques for synthetic data generation in computer-based reasoning systems are discussed and include receiving a request for generation of synthetic training data based on a set of training data cases. One or more focal training data cases are determined. For undetermined features (either all of them or those that are not subject to conditions), a value for the feature is determined based on the focal cases. In some embodiments, validity of the generated value may be checked based on feature information. In some embodiments, generated synthetic data may be checked against all or a portion of the training data to ensure that it is not overly similar.

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Patent Owner(s)

  • DIVEPLANE CORPORATION

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Inventor(s)

Inventor Name Address # of filed Patents Total Citations
Fusting, Christopher Raleigh, US 15 55
Hazard, Christopher James Raleigh, US 52 138
Resnick, Michael Raleigh, US 38 151

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