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scientific article; zbMATH DE number 7370634

Language	Label	Description	Also known as
English	No label defined	scientific article; zbMATH DE number 7370634

Statements

scholarly article

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Thomas Strohmer

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publication date

9 July 2021

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full work available at URL

https://arxiv.org/abs/2004.09780

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https://jmlr.csail.mit.edu/papers/v22/20-391.html

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zbMATH Keywords

spectral clustering

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community detection

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graph Laplacian

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eigenvector perturbation

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stochastic block model

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MaRDI profile type

MaRDI publication profile

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Community Detection and Stochastic Block Models

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Exact Recovery in the Stochastic Block Model

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On semidefinite relaxations for the block model

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Random Laplacian matrices and convex relaxations

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A nonparametric view of network models and Newman–Girvan and other modularities

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Graph Partitioning via Adaptive Spectral Techniques

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The Rotation of Eigenvectors by a Perturbation. III

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Relative perturbation results for eigenvalues and eigenvectors of diagonalisable matrices

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An $\ell_{\infty}$ Eigenvector Perturbation Bound and Its Application to Robust Covariance Estimation

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Spectral techniques applied to sparse random graphs

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Community structure in social and biological networks

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Community detection in sparse networks via Grothendieck's inequality

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Achieving Exact Cluster Recovery Threshold via Semidefinite Programming

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Closed-form Expressions for the Moments of the Binomial Probability Distribution

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Multi-way spectral partitioning and higher-order cheeger inequalities

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Consistency of spectral clustering in stochastic block models

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Community detection thresholds and the weak Ramanujan property

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Semidefinite programs on sparse random graphs and their application to community detection

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Reconstruction and estimation in the planted partition model

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Consistency thresholds for the planted bisection model

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A proof of the block model threshold conjecture

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The Structure and Function of Complex Networks

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Spectral clustering and the high-dimensional stochastic blockmodel

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Strong Consistency of Spectral Clustering for Stochastic Block Models

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A Simple SVD Algorithm for Finding Hidden Partitions

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Near-Optimal Bounds for Phase Synchronization

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Analysis of spectral clustering algorithms for community detection: the general bipartite setting

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Identifiers

Mathematics Subject Classification ID

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zbMATH DE Number

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Sitelinks

Mathematics(1 entry)

mardi Publication:4999091

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