The hierarchy of block models
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Publication:2121701
DOI10.1007/s13171-021-00247-2zbMath1490.62143arXiv2002.02610OpenAlexW3160515686MaRDI QIDQ2121701
Majid Noroozi, Marianna Pensky
Publication date: 4 April 2022
Published in: Sankhyā. Series A (Search for Journal in Brave)
Full work available at URL: https://arxiv.org/abs/2002.02610
stochastic block modeldegree corrected block modelpopularity adjusted block modelsparse subspace clusteringspectral clustering with \(k\)-median
Asymptotic properties of parametric estimators (62F12) Classification and discrimination; cluster analysis (statistical aspects) (62H30) Probabilistic graphical models (62H22)
Related Items (2)
Core-periphery structure in networks: a statistical exposition ⋮ Extended stochastic block models with application to criminal networks
Cites Work
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- Nearest \(q\)-flat to \(m\) points
- \(k\)-plane clustering
- Community detection in degree-corrected block models
- Consistency of community detection in networks under degree-corrected stochastic block models
- Robust subspace clustering
- Structured matrix estimation and completion
- Consistency of spectral clustering in stochastic block models
- A nonparametric view of network models and Newman–Girvan and other modularities
- Mixed membership stochastic blockmodels
- Estimation of Subspace Arrangements with Applications in Modeling and Segmenting Mixed Data
- Community Detection and Stochastic Block Models
- A Block Model for Node Popularity in Networks with Community Structure
- Estimation and Clustering in Popularity Adjusted Block Model
- The average distances in random graphs with given expected degrees
- A goodness-of-fit test for stochastic block models
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