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scientific article; zbMATH DE number 7306902

Language	Label	Description	Also known as
English	No label defined	scientific article; zbMATH DE number 7306902

Statements

scholarly article

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Brian J. Gaines

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publication date

5 February 2021

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full work available at URL

https://arxiv.org/abs/1803.06518

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https://jmlr.csail.mit.edu/papers/v21/18-155.html

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Mathematics Subject Classification ID

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zbMATH DE Number

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zbMATH Keywords

clustering

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fused Lasso

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high-dimensional statistical learning

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multiway data

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non-asymptotic error

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describes a project that uses

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MaRDI profile type

MaRDI publication profile

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Tensor decompositions for learning latent variable models

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A Fast Iterative Shrinkage-Thresholding Algorithm for Linear Inverse Problems

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Multilayer tensor factorization with applications to recommender systems

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Biclustering in data mining

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Analysis of individual differences in multidimensional scaling via an \(n\)-way generalization of ``Eckart-Young'' decomposition

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Extended Bayesian information criteria for model selection with large model spaces

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Extended BIC for small-n-large-P sparse GLM

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Recovering Trees with Convex Clustering

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Convex biclustering

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Proximal Splitting Methods in Signal Processing

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Signal Recovery by Proximal Forward-Backward Splitting

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A Multilinear Singular Value Decomposition

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A simplified form of block-iterative operator splitting and an asynchronous algorithm resembling the multi-block alternating direction method of multipliers

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Variable Selection via Nonconcave Penalized Likelihood and its Oracle Properties

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Sampling, denoising and compression of matrices by coherent matrix organization

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The Predictive Sample Reuse Method with Applications

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A Bound on Tail Probabilities for Quadratic Forms in Independent Random Variables

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Approximation Algorithms for Tensor Clustering

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Tensor Decompositions and Applications

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Biclustering via Sparse Singular Value Decomposition

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Penalized Clustering of Large-Scale Functional Data With Multiple Covariates

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Solution path clustering with adaptive concave penalty

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Stability Selection

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Randomized Algorithms for Low-Rank Tensor Decompositions in the Tucker Format

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Convex Clustering via <i>l</i> 1 Fusion Penalization

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Modeling by shortest data description

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Majorization-minimization algorithms for nonsmoothly penalized objective functions

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Sparse regression with exact clustering

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Grouping Pursuit Through a Regularization Solution Surface

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Simultaneous supervised clustering and feature selection over a graph

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Tensor Decomposition for Signal Processing and Machine Learning

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Dynamic Tensor Clustering

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Provable Sparse Tensor Decomposition

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Matrix and Tensor Factorization Techniques for Recommender Systems

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Statistical properties of convex clustering

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Estimating the Number of Clusters in a Data Set Via the Gap Statistic

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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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Applications of a Splitting Algorithm to Decomposition in Convex Programming and Variational Inequalities

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Improved biclustering of microarray data demonstrated through systematic performance tests

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A New Truncation Strategy for the Higher-Order Singular Value Decomposition

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Random weighted projections, random quadratic forms and random eigenvectors

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Sparse Convex Clustering

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A penalized matrix decomposition, with applications to sparse principal components and canonical correlation analysis

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Sparse Reconstruction by Separable Approximation

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Reconstruction of normal forms by learning informed observation geometries from data

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Robust Multilinear Tensor Rank Estimation Using Higher Order Singular Value Decomposition and Information Criteria

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Model Selection and Estimation in Regression with Grouped Variables

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Nearly unbiased variable selection under minimax concave penalty

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Tensor Regression with Applications in Neuroimaging Data Analysis

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Simultaneous Grouping Pursuit and Feature Selection Over an Undirected Graph

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The Adaptive Lasso and Its Oracle Properties

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Sitelinks

Mathematics(1 entry)

mardi Publication:5149011

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