首页>
外国专利>
CLUSTERING DATA USING NEURAL NETWORKS BASED ON NORMALIZED CUTS
CLUSTERING DATA USING NEURAL NETWORKS BASED ON NORMALIZED CUTS
展开▼
机译:基于归一化切割的神经网络聚类数据
展开▼
页面导航
摘要
著录项
相似文献
摘要
Methods, systems, and apparatus, including computer programs encoded on computer storage media, for training a clustering neural network. One of the methods includes obtaining unlabeled training data; and training the clustering neural network on the unlabeled training data to determine trained values of the clustering parameters by minimizing a normalized cuts loss function that includes a first term that measures an expected normalized cuts of clustering nodes in a graph representing the data set into the plurality of clusters according to clustering outputs generated by the clustering neural network.
展开▼