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scientific article; zbMATH DE number 7415091

Language	Label	Description	Also known as
English	No label defined	scientific article; zbMATH DE number 7415091

Statements

scholarly article

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Kimon Fountoulakis

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Michael W. Mahoney

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publication date

27 October 2021

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full work available at URL

https://arxiv.org/abs/1906.04863

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https://jmlr.csail.mit.edu/papers/v22/20-029.html

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zbMATH Keywords

clustering

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local graph clustering

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pagerank

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seed expansion

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\(\ell_1\)-regularization

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describes a project that uses

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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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Almost Optimal Local Graph Clustering Using Evolving Sets

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Community detection in dense random networks

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Tutorial on large deviations for the binomial distribution

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Statistical-Computational Tradeoffs in Planted Problems and Submatrix Localization with a Growing Number of Clusters and Submatrices

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Convexified modularity maximization for degree-corrected stochastic block models

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Least angle regression. (With discussion)

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Performance of first- and second-order methods for \(\ell_1\)-regularized least squares problems

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Variational perspective on local graph clustering

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Community detection in degree-corrected block models

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Seeded PageRank solution paths

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A spectral method for community detection in moderately sparse degree-corrected stochastic block models

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Forward stagewise regression and the monotone lasso

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Integer Programming and Combinatorial Optimization

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Community Structure in Large Networks: Natural Cluster Sizes and the Absence of Large Well-Defined Clusters

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Community detection thresholds and the weak Ramanujan property

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Reconstruction and estimation in the planted partition model

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A proof of the block model threshold conjecture

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Random graph models of social networks

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Flow-Based Algorithms for Local Graph Clustering

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Spectral clustering and the high-dimensional stochastic blockmodel

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Piecewise linear regularized solution paths

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A Local Clustering Algorithm for Massive Graphs and Its Application to Nearly Linear Time Graph Partitioning

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High-Dimensional Probability

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Minimax rates of community detection in stochastic block models

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Consistency of community detection in networks under degree-corrected stochastic block models

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On the ``degrees of freedom'' of the lasso

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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:5159420

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