Systems and methods for training generative models using summary statistics and other constraints

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United States of America

PATENT NO 12008478
SERIAL NO

17074364

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Abstract

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Systems and methods for training and utilizing constrained generative models in accordance with embodiments of the invention are illustrated. One embodiment includes a method for training a constrained generative model. The method includes steps for receiving a set of data samples from a first distribution, identifying a set of constraints from a second distribution, and training a generative model based on the set of data samples and the set of constraints.

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Patent Owner(s)

Patent OwnerAddress
UNLEARN AI INC75 HAWTHORNE STREET SUITE 560 SAN FRANCISCO CA 94105

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Inventor(s)

Inventor Name Address # of filed Patents Total Citations
Fisher, Charles K Truckee, US 6 96
Loukianov, Anton D San Mateo, US 2 9
Smith, Aaron M Corte Madera, US 18 426
Walsh, Jonathan R El Cerrito, US 2 6

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