Global and individualized community detection in inhomogeneous multilayer networks
From MaRDI portal
Publication:2105190
DOI10.1214/22-AOS2202MaRDI QIDQ2105190
Shuxiao Chen, Sifan Liu, Zongming Ma
Publication date: 8 December 2022
Published in: The Annals of Statistics (Search for Journal in Brave)
Full work available at URL: https://arxiv.org/abs/2012.00933
Classification and discrimination; cluster analysis (statistical aspects) (62H30) Social networks; opinion dynamics (91D30) Minimax procedures in statistical decision theory (62C20) Stochastic network models in operations research (90B15)
Related Items (2)
Covariate-Assisted Community Detection in Multi-Layer Networks ⋮ Global and individualized community detection in inhomogeneous multilayer networks
Uses Software
Cites Work
- Consistency thresholds for the planted bisection model
- Belief propagation, robust reconstruction and optimal recovery of block models
- Minimax rates of community detection in stochastic block models
- Reconstruction and estimation in the planted partition model
- Consistent community detection in multi-relational data through restricted multi-layer stochastic blockmodel
- On general minimax theorems
- Finding one community in a sparse graph
- Estimating a network from multiple noisy realizations
- A proof of the block model threshold conjecture
- Nonbacktracking spectrum of random graphs: community detection and nonregular Ramanujan graphs
- Community detection in degree-corrected block models
- Convex relaxation methods for community detection
- Minimax rates in network analysis: graphon estimation, community detection and hypothesis testing
- Community detection on mixture multilayer networks via regularized tensor decomposition
- Global and individualized community detection in inhomogeneous multilayer networks
- Testing equivalence of clustering
- Optimal rates for community estimation in the weighted stochastic block model
- Spectral and matrix factorization methods for consistent community detection in multi-layer networks
- A random effects stochastic block model for joint community detection in multiple networks with applications to neuroimaging
- Statistical-Computational Tradeoffs in Planted Problems and Submatrix Localization with a Growing Number of Clusters and Submatrices
- Exact Recovery in the Stochastic Block Model
- Community Structure in Time-Dependent, Multiscale, and Multiplex Networks
- Community Detection and Stochastic Block Models
- Proof of the Achievability Conjectures for the General Stochastic Block Model
- The Largest Eigenvalue of Sparse Random Graphs
- Structure of triadic relations in multiplex networks
- Consistent community detection in multi-layer network data
- Probability Inequalities for Sums of Bounded Random Variables
- Achieving Optimal Misclassification Proportion in Stochastic Block Model
- Concentration and regularization of random graphs
- A Measure of Asymptotic Efficiency for Tests of a Hypothesis Based on the sum of Observations
- Unnamed Item
- Unnamed Item
- Unnamed Item
- Unnamed Item
- Unnamed Item
This page was built for publication: Global and individualized community detection in inhomogeneous multilayer networks