SYSTEM AND METHOD FOR DOWNSAMPLING DATA
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United States of America Patent
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Feb 22, 2024
app pub date -
Aug 16, 2022
filing date -
Aug 16, 2022
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Abstract
Systems, methods, and other embodiments described herein relate to downsampling training data so as to simplify the training of models as well as increase the prediction accuracy of the models. In one embodiment, a method includes training a model on a dataset to learn a covariance function, determining a covariance between a selected data value and the dataset using the covariance function, selecting a subset from the dataset based on the covariance, and predicting one or more potential experiments based on the subset.
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