Generating task-specific training data

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United States of America

PATENT NO 11983238
APP PUB NO 20230177110A1
SERIAL NO

17541588

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Abstract

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Techniques for generating machine learning training data which corresponds to one or more downstream tasks are disclosed. In one example, a computer implemented method comprises generating one or more synthetic data instances for training a machine learning model, and determining a value of respective ones of the one or more synthetic data instances with respect to at least one task. One or more additional synthetic data instances for training the machine learning model are generated based at least in part on the values of the respective ones of the one or more synthetic data instances.

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Patent Owner(s)

  • INTERNATIONAL BUSINESS MACHINE CORPORATION

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Inventor(s)

Inventor Name Address # of filed Patents Total Citations
Bandyopadhyay, Sambaran Hooghly, IN 16 23
Nagalapatti, Lokesh Chennai, IN 8 1
Narayanam, Ramasuri Guntur, IN 71 149
Sharma, Mittal Ruhi Bangalore, IN 9 13

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