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SHARED PER CONTENT PROVIDER PREDICTION MODELS

  • US 20180075367A1
  • Filed: 09/09/2016
  • Published: 03/15/2018
  • Est. Priority Date: 09/09/2016
  • Status: Active Grant
First Claim
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1. A method comprising:

  • selecting a set of seed content providers from a set of content providers;

    for each seed content provider, training a model that predicts a likelihood that a user will perform an interaction with a content item provided by the seed content provider;

    clustering the seeds into a smaller number of clusters, where the seeds are clustered based on a performance of each model for a corresponding seed on data of the other seeds; and

    for each of the clusters, training a shared model for all of the seeds of the cluster.

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