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Convexified Modularity Maximization for Degree-corrected Stochastic Block Models
28 December 2015
Yudong Chen
Xiaodong Li
Jiaming Xu
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Papers citing
"Convexified Modularity Maximization for Degree-corrected Stochastic Block Models"
35 / 35 papers shown
Title
Fitting networks with a cancellation trick
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Selecting the Number of Communities for Weighted Degree-Corrected Stochastic Block Models
Yucheng Liu
Xiaodong Li
240
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08 Jun 2024
Community detection by spectral methods in multi-layer networks
Huan Qing
147
3
0
19 Mar 2024
Graphon Estimation in bipartite graphs with observable edge labels and unobservable node labels
Etienne Donier-Meroz
A. Dalalyan
F. Kramarz
Philippe Choné
Xavier d'Haultfoeuille
49
3
0
07 Apr 2023
NISQ-ready community detection based on separation-node identification
Jonas Stein
Dominik Ott
Jonas Nüßlein
David Bucher
Mirco Schoenfeld
Sebastian Feld
37
5
0
30 Dec 2022
A Worker-Task Specialization Model for Crowdsourcing: Efficient Inference and Fundamental Limits
Doyeon Kim
Jeonghwa Lee
Hye Won Chung
106
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19 Nov 2021
Consistent Spectral Clustering of Network Block Models under Local Differential Privacy
J. Hehir
Aleksandra B. Slavkovic
Xiaoyue Niu
59
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26 May 2021
Spectral clustering under degree heterogeneity: a case for the random walk Laplacian
Alexander Modell
Patrick Rubin-Delanchy
63
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0
03 May 2021
SDP Achieves Exact Minimax Optimality in Phase Synchronization
Chao Gao
A. Zhang
92
8
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07 Jan 2021
Directed mixed membership stochastic blockmodel
Huan Qing
Jingli Wang
70
6
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07 Jan 2021
A Survey of Community Detection Approaches: From Statistical Modeling to Deep Learning
Di Jin
Zhizhi Yu
Pengfei Jiao
Shirui Pan
Dongxiao He
Hongzhi Zhang
Philip S. Yu
Weixiong Zhang
GNN
184
287
0
03 Jan 2021
Estimating Mixed-Memberships Using the Symmetric Laplacian Inverse Matrix
Hu Qing
Jingli Wang
54
0
0
17 Dec 2020
Spectral clustering via adaptive layer aggregation for multi-layer networks
Sihan Huang
Haolei Weng
Yang Feng
84
22
0
07 Dec 2020
An improved spectral clustering method for community detection under the degree-corrected stochastic blockmodel
Hu Qing
Jingli Wang
39
3
0
12 Nov 2020
Spectral clustering on spherical coordinates under the degree-corrected stochastic blockmodel
Francesco Sanna Passino
N. Heard
Patrick Rubin-Delanchy
66
14
0
09 Nov 2020
Community Detection by Principal Components Clustering Methods
Huan Qing
Jingli Wang
14
1
0
09 Nov 2020
Detecting Dynamic Community Structure in Functional Brain Networks Across Individuals: A Multilayer Approach
C. Ting
S. Samdin
Meini Tang
H. Ombao
77
33
0
09 Apr 2020
Statistical guarantees for local graph clustering
Wooseok Ha
Kimon Fountoulakis
Michael W. Mahoney
65
10
0
11 Jun 2019
Clustering Degree-Corrected Stochastic Block Model with Outliers
Xin-Yao Qian
Yudong Chen
Andreea Minca
61
1
0
07 Jun 2019
Minimax Rates in Network Analysis: Graphon Estimation, Community Detection and Hypothesis Testing
Chao Gao
Zongming Ma
372
35
0
14 Nov 2018
Improvements on SCORE, Especially for Weak Signals
Jiashun Jin
Z. Ke
Shengming Luo
47
23
0
14 Nov 2018
Convex Relaxation Methods for Community Detection
Xiaodong Li
Yudong Chen
Jiaming Xu
131
51
0
30 Sep 2018
Partial recovery bounds for clustering with the relaxed
K
K
K
means
Christophe Giraud
Nicolas Verzélen
268
60
0
19 Jul 2018
Pairwise Covariates-adjusted Block Model for Community Detection
Sihan Huang
Jiajin Sun
Yang Feng
67
25
0
10 Jul 2018
Scalable and Robust Community Detection with Randomized Sketching
M. Rahmani
Andre Beckus
Adel Karimian
George Atia
88
10
0
25 May 2018
Community Recovery in a Preferential Attachment Graph
Bruce Hajek
Suryanarayana Sankagiri
38
4
0
21 Jan 2018
Primal-Dual Optimization Algorithms over Riemannian Manifolds: an Iteration Complexity Analysis
Junyu Zhang
Shiqian Ma
Shuzhong Zhang
110
36
0
05 Oct 2017
Testing for Global Network Structure Using Small Subgraph Statistics
Chao Gao
John D. Lafferty
142
47
0
02 Oct 2017
Weighted Message Passing and Minimum Energy Flow for Heterogeneous Stochastic Block Models with Side Information
T. Tony Cai
Tengyuan Liang
Alexander Rakhlin
66
9
0
12 Sep 2017
Provable Estimation of the Number of Blocks in Block Models
Bowei Yan
Purnamrita Sarkar
Xiuyuan Cheng
101
34
0
24 May 2017
Exponential error rates of SDP for block models: Beyond Grothendieck's inequality
Yingjie Fei
Yudong Chen
320
35
0
23 May 2017
Testing Degree Corrections in Stochastic Block Models
Rajarshi Mukherjee
S. Sen
42
4
0
22 May 2017
Community detection with nodal information
Haolei Weng
Yang Feng
62
32
0
31 Oct 2016
Community Detection in Degree-Corrected Block Models
Chao Gao
Zongming Ma
A. Zhang
Harrison H. Zhou
123
140
0
24 Jul 2016
Detecting Overlapping Communities in Networks Using Spectral Methods
Yuan Zhang
Elizaveta Levina
Ji Zhu
132
104
0
10 Dec 2014
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