Eigen selection in spectral clustering: a theory guided practice

v1v2 (latest)

Eigen selection in spectral clustering: a theory guided practice

14 April 2020

ArXiv (abs)PDF HTML

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 Ling Chen Chengzhu Huang Yuqi Gu 56 0 0 27 Dec 2024
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 Jianqing Fan Yingying Fan Jinchi Lv Fan Yang 121 3 0 31 Oct 2022
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 Yuxin Chen Yuejie Chi Jianqing Fan Cong Ma 153 173 0 15 Dec 2020
Optimality of Spectral Clustering in the Gaussian Mixture Model Matthias Löffler A. Zhang Harrison H. Zhou 122 86 0 01 Nov 2019