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Eigen selection in spectral clustering: a theory guided practice
v1v2 (latest)

Eigen selection in spectral clustering: a theory guided practice

14 April 2020
Xiaoya Han
Xin Tong
Yingying Fan
ArXiv (abs)PDFHTML

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

6 / 6 papers shown
Title
Generalized Grade-of-Membership Estimation for High-dimensional Locally
  Dependent Data
Generalized Grade-of-Membership Estimation for High-dimensional Locally Dependent Data
Ling Chen
Chengzhu Huang
Yuqi Gu
56
0
0
27 Dec 2024
Statistically Optimal K-means Clustering via Nonnegative Low-rank
  Semidefinite Programming
Statistically Optimal K-means Clustering via Nonnegative Low-rank Semidefinite Programming
Yubo Zhuang
Xiaohui Chen
Yun Yang
Richard Y. Zhang
43
3
0
29 May 2023
SIMPLE-RC: Group Network Inference with Non-Sharp Nulls and Weak Signals
SIMPLE-RC: Group Network Inference with Non-Sharp Nulls and Weak Signals
Jianqing Fan
Yingying Fan
Jinchi Lv
Fan Yang
116
3
0
31 Oct 2022
Latent structure blockmodels for Bayesian spectral graph clustering
Latent structure blockmodels for Bayesian spectral graph clustering
Francesco Sanna Passino
N. Heard
62
1
0
04 Jul 2021
Spectral Methods for Data Science: A Statistical Perspective
Spectral Methods for Data Science: A Statistical Perspective
Yuxin Chen
Yuejie Chi
Jianqing Fan
Cong Ma
153
173
0
15 Dec 2020
Optimality of Spectral Clustering in the Gaussian Mixture Model
Optimality of Spectral Clustering in the Gaussian Mixture Model
Matthias Löffler
A. Zhang
Harrison H. Zhou
122
86
0
01 Nov 2019
1