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scientific article; zbMATH DE number 7255140

Language	Label	Description	Also known as
English	No label defined	scientific article; zbMATH DE number 7255140

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scholarly article

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publication date

5 October 2020

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full work available at URL

https://arxiv.org/abs/1902.03316

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https://jmlr.csail.mit.edu/papers/v21/19-123.html

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zbMATH Keywords

spike-and-slab prior

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graph Laplacian

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variational inference

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expectation maximization

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sparse linear regression

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biclustering

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describes a project that uses

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MaRDI profile type

MaRDI publication profile

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Risk bounds for model selection via penalization

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A Bayesian Analysis for Change Point Problems

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Simultaneous Regression Shrinkage, Variable Selection, and Supervised Clustering of Predictors with OSCAR

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Evolutionary stochastic search for Bayesian model exploration

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A dual active-set algorithm for regularized monotonic regression

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Convex biclustering

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Proximal Splitting Methods in Signal Processing

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An Algorithm for Restricted Least Squares Regression

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Approximate \(\ell_0\)-penalized estimation of piecewise-constant signals on graphs

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Finding and certifying a large hidden clique in a semirandom graph

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Optimal Estimation and Completion of Matrices with Biclustering Structures

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Minimizing Effective Resistance of a Graph

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Rao–Blackwellization for Bayesian Variable Selection and Model Averaging in Linear and Binary Regression: A Novel Data Augmentation Approach

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Submatrix localization via message passing

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Shotgun Stochastic Search for “Large<i>p</i>” Regression

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Biclustering via Sparse Singular Value Decomposition

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Bayesian Variable Selection in Structured High-Dimensional Covariate Spaces With Applications in Genomics

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Lean Algebraic Multigrid (LAMG): Fast Graph Laplacian Linear Solver

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Volume Ratio, Sparsity, and Minimaxity Under Unitarily Invariant Norms

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Bayesian Variable Selection in Linear Regression

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EMVS: The EM Approach to Bayesian Variable Selection

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The Spike-and-Slab LASSO

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The Reduced Monotonic Regression Method

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Sparse regression with exact clustering

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Nearly-linear time algorithms for graph partitioning, graph sparsification, and solving linear systems

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Sparsity and Smoothness Via the Fused Lasso

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The solution path of the generalized lasso

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Graphical Models, Exponential Families, and Variational Inference

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A Simple New Approach to Variable Selection in Regression, with Application to Genetic Fine Mapping

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A Framework for Feature Selection in Clustering

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Isotonic regression: Another look at the changepoint problem

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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:4969177

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