Can M. Le

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All published works

Action	Title	Year	Authors
+ PDF Chat	Perturbation-Robust Predictive Modeling of Social Effects by Network Subspace Generalized Linear Models	2024	Jianxiang Wang Can M. Le Tianxi Li
+ PDF Chat	Determining the Number of Communities in Sparse and Imbalanced Settings	2024	Zhixuan Shao Can M. Le
+ PDF Chat	Parametric Bootstrap on Networks with Non-Exchangeable Nodes	2024	Zhixuan Shao Can M. Le
+ PDF Chat	Network Estimation by Mixing: Adaptivity and More	2023	Tianxi Li Can M. Le
+	Variational Inference: Posterior Threshold Improves Network Clustering Accuracy in Sparse Regimes	2023	Xuezhen Li Can M. Le
+	Network Estimation by Mixing: Adaptivity and More<sup>*</sup>	2023	Tianxi Li Can M. Le
+ PDF Chat	Linear Regression and Its Inference on Noisy Network-Linked Data	2022	Can M. Le Tianxi Li
+ PDF Chat	Estimating the number of communities by spectral methods	2022	Can M. Le Elizaveta Levina
+ PDF Chat	Comment: Ridge Regression and Regularization of Large Matrices	2020	Can M. Le Keith Levin Peter J. Bickel Elizaveta Levina
+	Linear regression and its inference on noisy network-linked data	2020	Can M. Le Tianxi Li
+ PDF Chat	CONCENTRATION OF RANDOM GRAPHS AND APPLICATION TO COMMUNITY DETECTION	2019	Can M. Le Elizaveta Levina Roman Vershynin
+	Concentration of random graphs and application to community detection	2018	Can M. Le Elizaveta Levina Roman Vershynin
+	Estimating a network from multiple noisy realizations	2018	Can M. Le Keith Levin Elizaveta Levina
+	Concentration of random graphs and application to community detection	2018	Can M. Le Elizaveta Levina Roman Vershynin
+	Estimating a network from multiple noisy realizations	2017	Can M. Le Keith Levin Elizaveta Levina
+	Edge sampling using network local information	2017	Can M. Le
+ PDF Chat	Concentration and regularization of random graphs	2017	Can M. Le Elizaveta Levina Roman Vershynin
+	Estimating a network from multiple noisy realizations	2017	Can M. Le Keith Levin Elizaveta Levina
+	Edge sampling using network local information	2017	Can M. Le
+	Optimization via low-rank approximation for community detection in networks	2016	Can M. Le Elizaveta Levina Roman Vershynin
+	Estimating the number of communities in networks by spectral methods	2015	Can M. Le Elizaveta Levina
+	Concentration and regularization of random graphs	2015	Can M. Le Elizaveta Levina Roman Vershynin
+	Sparse random graphs: regularization and concentration of the Laplacian	2015	Can M. Le Elizaveta Levina Roman Vershynin
+	Concentration and regularization of random graphs	2015	Can M. Le Elizaveta Levina Roman Vershynin
+	Estimating the number of communities in networks by spectral methods	2015	Can M. Le Elizaveta Levina
+	Optimization via Low-rank Approximation for Community Detection in Networks	2014	Can M. Le Elizaveta Levina Roman Vershynin
+	Optimization via Low-rank Approximation, with Applications to Community Detection in Networks.	2014	Can M. Le Elizaveta Levina Roman Vershynin
+	Optimization via Low-rank Approximation for Community Detection in Networks	2014	Can M. Le Elizaveta Levina Roman Vershynin
+	On subspace-hypercyclic operators	2011	Can M. Le

Common Coauthors

Coauthor	Papers Together
Elizaveta Levina	18
Roman Vershynin	11
Tianxi Li	5
Keith Levin	4
Peter J. Bickel	1
Zhixuan Shao	1
Xuezhen Li	1
Zhixuan Shao	1
Jianxiang Wang	1

Commonly Cited References

Action	Title	Year	Authors	# of times referenced
+ PDF Chat	Stochastic blockmodels and community structure in networks	2011	Brian Karrer M. E. J. Newman	10
+	Pseudo-likelihood methods for community detection in large sparse networks	2013	Arash Amini Aiyou Chen Peter J. Bickel Elizaveta Levina	10
+	None	2007	Béla Bollobás Svante Janson Oliver Riordan	8
+	Consistency of spectral clustering in stochastic block models	2014	Jing Lei Alessandro Rinaldo	8
+ PDF Chat	Concentration and regularization of random graphs	2017	Can M. Le Elizaveta Levina Roman Vershynin	8
+	Spectral Clustering of Graphs with General Degrees in the Extended Planted Partition Model	2012	Kamalika Chaudhuri Fan Chung Alexander Tsiatas	8
+	Community detection thresholds and the weak Ramanujan property	2014	Laurent Massoulié	8
+ PDF Chat	A Survey of Statistical Network Models	2009	Anna Goldenberg	7
+	Spectral clustering and the high-dimensional stochastic blockmodel	2011	Karl Rohe Sourav Chatterjee Bin Yu	7
+	Spectral partitioning of random graphs	2001	Frank McSherry	6
+ PDF Chat	Asymptotic analysis of the stochastic block model for modular networks and its algorithmic applications	2011	Aurélien Decelle Florent Krząkała Cristopher Moore Lenka Zdeborová	6
+	Achieving Optimal Misclassification Proportion in Stochastic Block Models	2017	Chao Gao Zongming Ma Anderson Y. Zhang Harrison H. Zhou	6
+ PDF Chat	Community Detection and Stochastic Block Models	2018	Emmanuel Abbé	6
+	Impact of regularization on spectral clustering	2016	Antony Joseph Bin Yu	6
+ PDF Chat	Reconstruction and estimation in the planted partition model	2014	Elchanan Mossel Joseph Neeman Allan Sly	6
+ PDF Chat	Network Cross-Validation for Determining the Number of Communities in Network Data	2016	Kehui Chen Jing Lei	6
+	Concentration of the adjacency matrix and of the Laplacian in random graphs with independent edges	2009	Roberto I. Oliveira	5
+ PDF Chat	Network cross-validation by edge sampling	2020	Tianxi Li Elizaveta Levina Ji Zhu	5
+	Spectral redemption in clustering sparse networks	2013	Florent Krząkała Cristopher Moore Elchanan Mossel Joe Neeman Allan Sly Lenka Zdeborová Pan Zhang	5
+	A Proof Of The Block Model Threshold Conjecture	2013	Elchanan Mossel Joe Neeman Allan Sly	5
+	Modularity and community structure in networks	2006	M. E. J. Newman	4
+	Robust and computationally feasible community detection in the presence of arbitrary outlier nodes	2015	Tianxi Cai Xiaodong Li	4
+ PDF Chat	Finding community structure in networks using the eigenvectors of matrices	2006	M. E. J. Newman	4
+	Stochastic Block Model and Community Detection in the Sparse Graphs: A spectral algorithm with optimal rate of recovery	2015	Peter Chin Anup Rao Van Vu	4
+ PDF Chat	The phase transition in inhomogeneous random graphs	2007	Béla Bollobás Svante Janson Oliver Riordan	4
+	Concentration inequalities : a non asymptotic theory of independence	2013	Stéphane Boucheron Gábor Lugosi Pascal Massart	4
+	Achieving Optimal Misclassification Proportion in Stochastic Block Model	2015	Chao Gao Zongming Ma Anderson Y. Zhang Harrison H. Zhou	4
+	Fitting community models to large sparse networks	2012	Aiyou Chen Arash A. Amini Peter J. Bickel Elizaveta Levina	4
+ PDF Chat	Community detection in graphs	2009	Santo Fortunato	4
+	Consistency Thresholds for Binary Symmetric Block Models.	2014	Elchanan Mossel Joe Neeman Allan Sly	4
+ PDF Chat	Finding and evaluating community structure in networks	2004	Michelle G. Newman Michelle Girvan	4
+	Probability in Banach Spaces: Isoperimetry and Processes	1991	Michel Ledoux Michel Talagrand	3
+ PDF Chat	How Many Communities Are There?	2015	Diego Franco Saldana Yi Yu Yang Feng	3
+	A Spectral Technique for Coloring Random 3-Colorable Graphs	1997	Noga Alon Nabil Kahalé	3
+ PDF Chat	Network histograms and universality of blockmodel approximation	2014	Sofia C. Olhede Patrick J. Wolfe	3
+ PDF Chat	An Information Flow Model for Conflict and Fission in Small Groups	1977	Wayne Zachary	3
+ PDF Chat	Hierarchical Community Detection by Recursive Partitioning	2020	Tianxi Li Lihua Lei Sharmodeep Bhattacharyya Koen Van Den Berge Purnamrita Sarkar Peter J. Bickel Elizaveta Levina	3
+	Consistency thresholds for the planted bisection model	2016	Elchanan Mossel Joe Neeman Allan Sly	3
+	Likelihood-based model selection for stochastic block models	2017	Y. X. Rachel Wang Peter J. Bickel	3
+	Sparse random graphs: regularization and concentration of the Laplacian	2015	Can M. Le Elizaveta Levina Roman Vershynin	3
+	The eigenvalues of random symmetric matrices	1981	Zoltán Füredi János Komlós	3
+	Spectral norm of random matrices	2007	Van H. Vu	3
+	Factorization of Linear Operators and Geometry of Banach Spaces	1986	Gilles Pisier	3
+	Spectral techniques applied to sparse random graphs	2005	Uriel Feige E. O. Ofek	3
+	On the second eigenvalue of random regular graphs	1989	Joel Friedman J. Kahn Endre Szemerédi	3
+	Spectral Graph Theory	1996	Fan Chung	3
+ PDF Chat	Community detection in sparse networks via Grothendieck’s inequality	2015	Olivier Guédon Roman Vershynin	3
+ PDF Chat	The Largest Eigenvalue of Sparse Random Graphs	2003	Michael Krivelevich Benny Sudakov	3
+	Semidefinite programs on sparse random graphs and their application to community detection	2016	Andrea Montanari Subhabrata Sen	3
+ PDF Chat	On the spectral norm of Gaussian random matrices	2016	Ramon van Handel	3