Eigen selection in spectral clustering: a theory guided practice

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Eigen selection in spectral clustering: a theory guided practice

14 April 2020

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Papers citing "Eigen selection in spectral clustering: a theory guided practice"

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Title
Asymptotic Theory of Eigenvectors for Random Matrices with Diverging Spikes Jianqing Fan Yingying Fan Xiao Han Jinchi Lv 28 18 0 19 Feb 2019
Singular vector and singular subspace distribution for the matrix denoising model Z. Bao Xiucai Ding Ke Wang 75 51 0 27 Sep 2018
Entrywise Eigenvector Analysis of Random Matrices with Low Expected Rank Emmanuel Abbe Jianqing Fan Kaizheng Wang Yiqiao Zhong 119 251 0 27 Sep 2017
Phase Transitions for High Dimensional Clustering and Related Problems Jiashun Jin Z. Ke Wanjie Wang 73 51 0 24 Feb 2015
Influential Feature PCA for high dimensional clustering Jiashun Jin Wanjie Wang 120 80 0 20 Jul 2014
Minimax Theory for High-dimensional Gaussian Mixtures with Sparse Mean Separation Martin Azizyan Aarti Singh Larry A. Wasserman 107 64 0 09 Jun 2013
Sparse PCA: Optimal rates and adaptive estimation Tommaso Cai Zongming Ma Yihong Wu 149 327 0 06 Nov 2012
A Tutorial on Spectral Clustering U. V. Luxburg 290 10,541 0 01 Nov 2007