Community Detection of Multi-Layer Attributed Networks via Penalized Alternating Factorization

Statistical Inference in a Directed Network Model With Covariates

(2018) Ting Yan et al.   JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION

Optimization via low-rank approximation for community detection in networks

(2016) Can M. Le et al.   ANNALS OF STATISTICS

Modular Brain Networks

(2016) Olaf Sporns et al.   Annual Review of Psychology

Achieving Exact Cluster Recovery Threshold via Semidefinite Programming: Extensions

(2016) Bruce Hajek et al.   IEEE TRANSACTIONS ON INFORMATION THEORY

Statistical clustering of temporal networks through a dynamic stochastic block model

(2016) Catherine Matias et al.   JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES B-STATISTICAL METHODOLOGY

Community detection in networks: A user guide

(2016) Santo Fortunato et al.   PHYSICS REPORTS-REVIEW SECTION OF PHYSICS LETTERS

Community detection in networks with node features

(2016) Yuan Zhang et al.   Electronic Journal of Statistics

Structure and inference in annotated networks

(2016) M. E. J. Newman et al.   Nature Communications

Robust and computationally feasible community detection in the presence of arbitrary outlier nodes

(2015) T. Tony Cai et al.   ANNALS OF STATISTICS

Fast community detection by SCORE

(2015) Jiashun Jin   ANNALS OF STATISTICS

Consistency of spectral clustering in stochastic block models

(2015) Jing Lei et al.   ANNALS OF STATISTICS

The structure and dynamics of multilayer networks

(2014) S. Boccaletti et al.   PHYSICS REPORTS-REVIEW SECTION OF PHYSICS LETTERS

Pseudo-likelihood methods for community detection in large sparse networks

(2013) Arash A. Amini et al.   ANNALS OF STATISTICS

Proximal alternating linearized minimization for nonconvex and nonsmooth problems

(2013) Jérôme Bolte et al.   MATHEMATICAL PROGRAMMING

Emergence of network features from multiplexity

(2013) Alessio Cardillo et al.   Scientific Reports

Spectral clustering and the high-dimensional stochastic blockmodel

(2011) Karl Rohe et al.   ANNALS OF STATISTICS

Convergence of descent methods for semi-algebraic and tame problems: proximal algorithms, forward–backward splitting, and regularized Gauss–Seidel methods

(2011) Hedy Attouch et al.   MATHEMATICAL PROGRAMMING

Stochastic blockmodels and community structure in networks

(2011) Brian Karrer et al.   PHYSICAL REVIEW E

Community discovery using nonnegative matrix factorization

(2010) Fei Wang et al.   DATA MINING AND KNOWLEDGE DISCOVERY

Clustering based on random graph model embedding vertex features

(2010) Hugo Zanghi et al.   PATTERN RECOGNITION LETTERS

Community detection in graphs

(2009) Santo Fortunato   PHYSICS REPORTS-REVIEW SECTION OF PHYSICS LETTERS