发明名称 TRAINING NEURAL NETWORKS ON PARTITIONED TRAINING DATA
摘要 Methods, systems, and apparatus, including computer programs encoded on computer storage media, for training a neural network. One of the methods includes obtaining partitioned training data for the neural network, wherein the partitioned training data comprises a plurality of training items each of which is assigned to a respective one of a plurality of partitions, wherein each partition is associated with a respective difficulty level; and training the neural network on each of the partitions in a sequence from a partition associated with an easiest difficulty level to a partition associated with a hardest difficulty level, wherein, for each of the partitions, training the neural network comprises: training the neural network on a sequence of training items that includes training items selected from the training items in the partition interspersed with training items selected from the training items in all of the partitions.
申请公布号 WO2016057480(A1) 申请公布日期 2016.04.14
申请号 WO2015US54188 申请日期 2015.10.06
申请人 GOOGLE INC. 发明人 SUTSKEVER, ILYA;ZAREMBA, WOJCIECH
分类号 G06N3/08;G06N3/10 主分类号 G06N3/08
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