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Method to efficiently apply personalized machine learning models by selecting models using active instance attributes
Method to efficiently apply personalized machine learning models by selecting models using active instance attributes
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机译:通过使用活动实例属性选择模型来有效地应用个性化机器学习模型的方法
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摘要
A method for applying personalized machine learning models is provided. The method includes producing one or more feature vectors that represents features of one of a plurality of files of a file system and selecting, from a plurality of personalized machine learning models that model user accesses to the files of the file system a subset of the personalized machine learning models each of which has a plurality of non-zero weights corresponding to non-zero features of the one or more feature vectors. The method includes determining from the subset of personalized machine learning models which users of a plurality of users of the file system are likely to access the one of the plurality of files.
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