AUTOMATED MODEL UPDATE PIPELINE
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United States of America Patent
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Issued Date -
Aug 4, 2022
app pub date -
Feb 2, 2021
filing date -
Feb 2, 2021
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Abstract
One or more computing devices, systems, and/or methods for implementing an automated model update pipeline are provided. User behavior data associated with content provided to users may be collected. An automatic model training is invoked to train a new model to output a set of model parameters based upon a configuration specifying a target audience, features extracted from user behavior data, and training model parameters. In response to determining that the new model will outperform a deployed model on a content serving platform, an automatic model updater is invoked to update the content serving platform with the new model and a ranking profile of the new model for serving content requests
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