scientific article; zbMATH DE number 7049753
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Publication:4633045
zbMath1483.62111arXiv1703.04943MaRDI QIDQ4633045
Jingyi Jessica Li, Zahra S. Razaee, Arash A. Amini
Publication date: 2 May 2019
Full work available at URL: https://arxiv.org/abs/1703.04943
Title: zbMATH Open Web Interface contents unavailable due to conflicting licenses.
Classification and discrimination; cluster analysis (statistical aspects) (62H30) Bayesian inference (62F15) Small world graphs, complex networks (graph-theoretic aspects) (05C82) Edge subsets with special properties (factorization, matching, partitioning, covering and packing, etc.) (05C70)
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Cites Work
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- Pseudo-likelihood methods for community detection in large sparse networks
- Reconstruction and estimation in the planted partition model
- Community detection in networks with node features
- Spectral clustering and the high-dimensional stochastic blockmodel
- A proof of the block model threshold conjecture
- On semidefinite relaxations for the block model
- Community detection in degree-corrected block models
- Statistical treatment of the information content of a database
- Consistency of community detection in networks under degree-corrected stochastic block models
- An introduction to variational methods for graphical models
- Consistency of spectral clustering in stochastic block models
- Co-clustering separately exchangeable network data
- A nonparametric view of network models and Newman–Girvan and other modularities
- Achieving Exact Cluster Recovery Threshold via Semidefinite Programming: Extensions
- Exact Recovery in the Stochastic Block Model
- Emergence of Scaling in Random Networks
- On the Numerical Solution of Heat Conduction Problems in Two and Three Space Variables
- Graphical Models, Exponential Families, and Variational Inference
- Community Detection and Stochastic Block Models
- Co-clustering directed graphs to discover asymmetries and directional communities
- Covariate Regularized Community Detection in Sparse Graphs
- Efficient discovery of overlapping communities in massive networks
- Primal-Dual Decomposition by Operator Splitting and Applications to Image Deblurring
- Community detection thresholds and the weak Ramanujan property
- Achieving Optimal Misclassification Proportion in Stochastic Block Model
- Covariate-assisted spectral clustering
