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A Robust Spectral Clustering Algorithm for Sub-Gaussian Mixture Models
  with Outliers
v1v2v3 (latest)

A Robust Spectral Clustering Algorithm for Sub-Gaussian Mixture Models with Outliers

Operational Research (OR), 2019
16 December 2019
Prateek Srivastava
Purnamrita Sarkar
G. A. Hanasusanto
ArXiv (abs)PDFHTML

Papers citing "A Robust Spectral Clustering Algorithm for Sub-Gaussian Mixture Models with Outliers"

10 / 10 papers shown
Title
A Secure Semantic Communication System Based on Knowledge Graph
A Secure Semantic Communication System Based on Knowledge Graph
Qin Guo
Haonan Tong
Sihua Wang
Peiyuan Si
Jun Zhao
Changchuan Yin
40
0
0
17 Nov 2025
SubSearch: Robust Estimation and Outlier Detection for Stochastic Block Models via Subgraph Search
SubSearch: Robust Estimation and Outlier Detection for Stochastic Block Models via Subgraph SearchInternational Conference on Artificial Intelligence and Statistics (AISTATS), 2025
Leonardo Martins Bianco
Christine Keribin
Zacharie Naulet
126
0
0
04 Jun 2025
Cluster Catch Digraphs with the Nearest Neighbor Distance
Cluster Catch Digraphs with the Nearest Neighbor Distance
Rui Shi
Nedret Billor
E. Ceyhan
117
0
0
09 Jan 2025
Adversarially robust clustering with optimality guarantees
Adversarially robust clustering with optimality guaranteesIEEE Transactions on Information Theory (IEEE Trans. Inf. Theory), 2023
Soham Jana
Kun Yang
Sanjeev R. Kulkarni
AAML
241
3
0
16 Jun 2023
Deflated HeteroPCA: Overcoming the curse of ill-conditioning in
  heteroskedastic PCA
Deflated HeteroPCA: Overcoming the curse of ill-conditioning in heteroskedastic PCAAnnals of Statistics (Ann. Stat.), 2023
Yuchen Zhou
Yuxin Chen
220
6
0
10 Mar 2023
Leave-one-out Singular Subspace Perturbation Analysis for Spectral
  Clustering
Leave-one-out Singular Subspace Perturbation Analysis for Spectral ClusteringAnnals of Statistics (Ann. Stat.), 2022
A. Zhang
Harrison H. Zhou
122
18
0
30 May 2022
Entrywise Estimation of Singular Vectors of Low-Rank Matrices with
  Heteroskedasticity and Dependence
Entrywise Estimation of Singular Vectors of Low-Rank Matrices with Heteroskedasticity and DependenceIEEE Transactions on Information Theory (IEEE Trans. Inf. Theory), 2021
Joshua Agterberg
Zachary Lubberts
Carey Priebe
291
21
0
27 May 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
443
197
0
15 Dec 2020
Optimality of Spectral Clustering in the Gaussian Mixture Model
Optimality of Spectral Clustering in the Gaussian Mixture ModelAnnals of Statistics (Ann. Stat.), 2019
Matthias Löffler
A. Zhang
Harrison H. Zhou
270
93
0
01 Nov 2019
A Unified Framework for Tuning Hyperparameters in Clustering Problems
A Unified Framework for Tuning Hyperparameters in Clustering ProblemsStatistica sinica (Stat. Sinica), 2019
Xinjie Fan
Yuguang Yue
Purnamrita Sarkar
Y. X. R. Wang
196
2
0
17 Oct 2019
1