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Fused Multiple Graphical Lasso (Q5254994)

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scientific article; zbMATH DE number 6445001

Language	Label	Description	Also known as
English	Fused Multiple Graphical Lasso	scientific article; zbMATH DE number 6445001

Statements

scholarly article

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Fused Multiple Graphical Lasso (English)

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SIAM Journal on Optimization

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publication date

11 June 2015

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full work available at URL

https://arxiv.org/abs/1209.2139

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zbMATH Keywords

fused multiple graphical lasso

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screening

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second-order method

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MaRDI profile type

MaRDI publication profile

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Distributed Optimization and Statistical Learning via the Alternating Direction Method of Multipliers

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An inexact successive quadratic approximation method for L-1 regularized optimization

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The Joint Graphical Lasso for Inverse Covariance Estimation Across Multiple Classes

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First-Order Methods for Sparse Covariance Selection

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Sparse inverse covariance estimation with the graphical lasso

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Joint estimation of multiple graphical models

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Learning a common substructure of multiple graphical Gaussian models

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An Inexact Accelerated Proximal Gradient Method for Large Scale Linearly Constrained Convex SDP

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Estimating time-varying networks

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Proximal Newton-Type Methods for Minimizing Composite Functions

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An inexact interior point method for \(L_{1}\)-regularized sparse covariance selection

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Smooth Optimization Approach for Sparse Covariance Selection

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Adaptive First-Order Methods for General Sparse Inverse Covariance Selection

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An augmented Lagrangian approach for sparse principal component analysis

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The graphical lasso: new insights and alternatives

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High-dimensional graphs and variable selection with the Lasso

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Smooth minimization of non-smooth functions

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Active Set Identification in Nonlinear Programming

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Practical inexact proximal quasi-Newton method with global complexity analysis

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Sparsity and Smoothness Via the Fused Lasso

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A coordinate gradient descent method for nonsmooth separable minimization

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Solving Log-Determinant Optimization Problems by a Newton-CG Primal Proximal Point Algorithm

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Sparse Reconstruction by Separable Approximation

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Model Selection and Estimation in Regression with Grouped Variables

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Model selection and estimation in the Gaussian graphical model

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Alternating direction method for covariance selection models

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Time varying undirected graphs

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Identifiers

zbMATH Open document ID

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10.1137/130936397

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Mathematics Subject Classification ID

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zbMATH DE Number

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Sitelinks

Mathematics(1 entry)

mardi Publication:5254994

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