发明名称 WEIGHT BENEFIT EVALUATOR FOR TRAINING DATA
摘要 Technologies are generally described for methods and systems effective to determine a weight benefit associated with application of weights to training data in a machine learning environment. In an example, a device may determine a first function based on the training data, where the training data includes training inputs and training labels. The device may determine a second function based on weighted training data, which is based on application of weights to the training data. The device may determine a third function based on target data, where the target data is generated based on a target function. The target data may include target labels different from the training labels. The device may determine a fourth function based on weighted target data, which is a result of application of weights to the target data. The device may determine the weight benefit based on the first, second, third, and fourth functions.
申请公布号 EP3072060(A2) 申请公布日期 2016.09.28
申请号 EP20140864007 申请日期 2014.11.21
申请人 CALIFORNIA INSTITUTE OF TECHNOLOGY 发明人 ABU-MOSTAFA, YASER, SAID;GONZALEZ, CARLOS, ROBERTO
分类号 G06F15/18 主分类号 G06F15/18
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