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cs.LG2024
Multiple Kernel Clustering via Local Regression Integration
Liang Du, Xin Ren, Haiying Zhang +1
Multiple kernel methods less consider the intrinsic manifold structure of multiple kernel data and estimate the consensus kernel matrix with quadratic number of variables, which ma…
cs.LG2020
Manifold Adaptive Multiple Kernel K-Means for Clustering
Liang Du, Haiying Zhang, Xin Ren +1
Multiple kernel methods based on k-means aims to integrate a group of kernels to improve the performance of kernel k-means clustering. However, we observe that most existing multip…