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cs.LG2024
Deep Spectral Clustering via Joint Spectral Embedding and Kmeans
Wengang Guo, Wei Ye
Spectral clustering is a popular clustering method. It first maps data into the spectral embedding space and then uses Kmeans to find clusters. However, the two decoupled steps pro…
cs.LG2021
Deep Embedded K-Means Clustering
Wengang Guo, Kaiyan Lin, Wei Ye
Recently, deep clustering methods have gained momentum because of the high representational power of deep neural networks (DNNs) such as autoencoder. The key idea is that represent…