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Community Detection in General Stochastic Block models: Fundamental Limits and Efficient Algorithms for Recovery
2015 IEEE 56th Annual Symposium on Foundations of Computer Science
◽
10.1109/focs.2015.47
◽
2015
◽
Cited By ~ 64
Author(s):
Emmanuel Abbe
◽
Colin Sandon
Keyword(s):
Community Detection
◽
Efficient Algorithms
◽
Fundamental Limits
◽
Block Models
◽
General Stochastic
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References
Consistency of community detection in networks under degree-corrected stochastic block models
The Annals of Statistics
◽
10.1214/12-aos1036
◽
2012
◽
Vol 40
(4)
◽
pp. 2266-2292
◽
Cited By ~ 72
Author(s):
Yunpeng Zhao
◽
Elizaveta Levina
◽
Ji Zhu
Keyword(s):
Community Detection
◽
Block Models
Download Full-text
A scalable community detection algorithm for large graphs using stochastic block models
Intelligent Data Analysis
◽
10.3233/ida-179999
◽
2018
◽
Vol 22
(1)
◽
pp. 239
Author(s):
Chengbin Peng
◽
Zhihua Zhang
◽
Ka-Chun Wong
◽
Xiangliang Zhang
◽
David E. Keyes
Keyword(s):
Community Detection
◽
Detection Algorithm
◽
Large Graphs
◽
Community Detection Algorithm
◽
Block Models
Download Full-text
A scalable community detection algorithm for large graphs using stochastic block models
Intelligent Data Analysis
◽
10.3233/ida-163156
◽
2017
◽
Vol 21
(6)
◽
pp. 1463-1485
◽
Cited By ~ 2
Author(s):
Chengbin Peng
◽
Zhihua Zhang
◽
Ka-Chun Wong
◽
Xiangliang Zhang
◽
David E. Keyes
Keyword(s):
Community Detection
◽
Detection Algorithm
◽
Large Graphs
◽
Community Detection Algorithm
◽
Block Models
Download Full-text
Active learning for community detection in stochastic block models
2016 IEEE International Symposium on Information Theory (ISIT)
◽
10.1109/isit.2016.7541627
◽
2016
◽
Cited By ~ 4
Author(s):
Akshay Gadde
◽
Eyal En Gad
◽
Salman Avestimehr
◽
Antonio Ortega
Keyword(s):
Active Learning
◽
Community Detection
◽
Block Models
Download Full-text
Community detection in bipartite networks with stochastic block models
Physical Review E
◽
10.1103/physreve.102.032309
◽
2020
◽
Vol 102
(3)
◽
Cited By ~ 3
Author(s):
Tzu-Chi Yen
◽
Daniel B. Larremore
Keyword(s):
Community Detection
◽
Bipartite Networks
◽
Block Models
Download Full-text
Multipath Streaming: Fundamental Limits And Efficient Algorithms
IEEE Journal on Selected Areas in Communications
◽
10.1109/jsac.2016.2633065
◽
2016
◽
pp. 1-1
◽
Cited By ~ 1
Author(s):
Richard Combes
◽
Habib Sidi
◽
Salah-Eddine Elayoubi
Keyword(s):
Efficient Algorithms
◽
Fundamental Limits
◽
Multipath Streaming
Download Full-text
Community detection in degree-corrected block models
The Annals of Statistics
◽
10.1214/17-aos1615
◽
2018
◽
Vol 46
(5)
◽
pp. 2153-2185
◽
Cited By ~ 7
Author(s):
Chao Gao
◽
Zongming Ma
◽
Anderson Y. Zhang
◽
Harrison H. Zhou
Keyword(s):
Community Detection
◽
Block Models
Download Full-text
Community Detection and Stochastic Block Models
10.1561/9781680834772
◽
2018
◽
Cited By ~ 6
Author(s):
Emmanuel Abbe
Keyword(s):
Community Detection
◽
Block Models
Download Full-text
Rate optimal Chernoff bound and application to community detection in the stochastic block models
Electronic Journal of Statistics
◽
10.1214/20-ejs1686
◽
2020
◽
Vol 14
(1)
◽
pp. 1302-1347
Author(s):
Zhixin Zhou
◽
Ping Li
Keyword(s):
Community Detection
◽
Chernoff Bound
◽
Block Models
Download Full-text
Minimax rates of community detection in stochastic block models
The Annals of Statistics
◽
10.1214/15-aos1428
◽
2016
◽
Vol 44
(5)
◽
pp. 2252-2280
◽
Cited By ~ 19
Author(s):
Anderson Y. Zhang
◽
Harrison H. Zhou
Keyword(s):
Community Detection
◽
Minimax Rates
◽
Block Models
Download Full-text
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