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2004.14531
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Consistency of Spectral Clustering on Hierarchical Stochastic Block Models
30 April 2020
Lihua Lei
Xiaodong Li
Xingmei Lou
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Papers citing
"Consistency of Spectral Clustering on Hierarchical Stochastic Block Models"
12 / 12 papers shown
Selecting the Number of Communities for Weighted Degree-Corrected Stochastic Block Models
International Conference on Artificial Intelligence and Statistics (AISTATS), 2024
Yucheng Liu
Xiaodong Li
585
0
0
08 Jun 2024
T-Stochastic Graphs
Sijia Fang
K. Rohe
386
3
0
04 Sep 2023
When Does Bottom-up Beat Top-down in Hierarchical Community Detection?
Journal of the American Statistical Association (JASA), 2023
Maximilien Dreveton
Daichi Kuroda
Matthias Grossglauser
Patrick Thiran
347
3
0
01 Jun 2023
An Overview of Asymptotic Normality in Stochastic Blockmodels: Cluster Analysis and Inference
Joshua Agterberg
Joshua Cape
209
2
0
10 May 2023
Strong Consistency Guarantees for Clustering High-Dimensional Bipartite Graphs with the Spectral Method
Electronic Journal of Statistics (EJS), 2023
Guillaume Braun
380
3
0
14 Apr 2023
Fundamental Limits of Spectral Clustering in Stochastic Block Models
IEEE Transactions on Information Theory (IEEE Trans. Inf. Theory), 2023
An Zhang
441
11
0
23 Jan 2023
Graph Embedding with Hierarchical Attentive Membership
Web Search and Data Mining (WSDM), 2021
Lu Lin
Ethan Blaser
Hongning Wang
357
11
0
31 Oct 2021
Informative core identification in complex networks
Ruizhong Miao
Tianxi Li
235
7
0
16 Jan 2021
Hierarchical community structure in networks
Physical Review E (PRE), 2020
Michael T. Schaub
Jiaze Li
Leto Peel
260
26
0
15 Sep 2020
Community models for networks observed through edge nominations
Tianxi Li
Elizaveta Levina
Ji Zhu
224
3
0
09 Aug 2020
The Importance of Being Correlated: Implications of Dependence in Joint Spectral Inference across Multiple Networks
Journal of machine learning research (JMLR), 2020
Konstantinos Pantazis
A. Athreya
Jesús Arroyo
W. Frost
E. Hill
V. Lyzinski
506
13
0
01 Aug 2020
Community Detection on Mixture Multi-layer Networks via Regularized Tensor Decomposition
Annals of Statistics (Ann. Stat.), 2020
Bing-Yi Jing
Ting Li
Zhongyuan Lyu
Dong Xia
312
89
0
10 Feb 2020
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