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Model-Based Tensor Low-Rank Clustering - MaRDI portal

Model-Based Tensor Low-Rank Clustering (Q6552543)

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scientific article; zbMATH DE number 7862317

Language	Label	Description	Also known as
English	Model-Based Tensor Low-Rank Clustering	scientific article; zbMATH DE number 7862317

Statements

scholarly article

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Model-Based Tensor Low-Rank Clustering (English)

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Journal of Computational and Graphical Statistics

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publication date

10 June 2024

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MaRDI profile type

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Tensor decompositions for learning latent variable models

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Some theory for Fisher's linear discriminant function, `naive Bayes', and some alternatives when there are many more variables than observations

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A Direct Estimation Approach to Sparse Linear Discriminant Analysis

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CHIME: clustering of high-dimensional Gaussian mixtures with EM algorithm and its optimality

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An Introduction to Envelopes

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A Multilinear Singular Value Decomposition

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On the Best Rank-1 and Rank-(<i>R</i><sub>1</sub> ,<i>R</i><sub>2</sub> ,. . .,<i>R<sub>N</sub></i>) Approximation of Higher-Order Tensors

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Tensor envelope mixture model for simultaneous clustering and multiway dimension reduction

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High-dimensional classification using features annealed independence rules

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Regularized matrix data clustering and its application to image analysis

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Simultaneous Clustering and Estimation of Heterogeneous Graphical Models

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Tensor Decompositions and Applications

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Multiclass Sparse Discriminant Analysis

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A Doubly Enhanced EM Algorithm for Model-Based Tensor Clustering

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Maximum likelihood estimation for the tensor normal distribution: Algorithm, minimum sample size, and empirical bias and dispersion

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Fast and Separable Estimation in High-Dimensional Tensor Gaussian Graphical Models

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Covariate-Adjusted Tensor Classification in High-Dimensions

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Dynamic Tensor Clustering

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Classification With the Matrix-Variate-<i>t</i> Distribution

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A feasible method for optimization with orthogonality constraints

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A Framework for Feature Selection in Clustering

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Statistically optimal and computationally efficient low rank tensor completion from noisy entries

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Model Selection and Estimation in Regression with Grouped Variables

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Cross: efficient low-rank tensor completion

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Optimal Sparse Singular Value Decomposition for High-Dimensional High-Order Data

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Tensor SVD: Statistical and Computational Limits

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ISLET: Fast and Optimal Low-Rank Tensor Regression via Importance Sketching

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Tensor Regression with Applications in Neuroimaging Data Analysis

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Identifiers

10.1080/10618600.2023.2205913

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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:6552543

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