Generalized Tensor Decomposition With Features on Multiple Modes
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Publication:5083368
DOI10.1080/10618600.2021.1978471OpenAlexW3201194354MaRDI QIDQ5083368
Jiaxin Hu, Miaoyan Wang, Chanwoo Lee
Publication date: 22 June 2022
Published in: Journal of Computational and Graphical Statistics (Search for Journal in Brave)
Full work available at URL: https://arxiv.org/abs/1910.09499
supervised dimension reductionalternating optimizationexponential family distributiongeneralized multilinear modeltensor data analysis
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- Tensor-on-Tensor Regression
- Tensor Decompositions and Applications
- Leveraging mixed and incomplete outcomes via reduced-rank modeling
- Models with a Kronecker product covariance structure: estimation and testing
- Supervised multiway factorization
- Joint and individual variation explained (JIVE) for integrated analysis of multiple data types
- Generalized co-clustering analysis via regularized alternating least squares
- Three-way clustering of multi-tissue multi-individual gene expression data using semi-nonnegative tensor decomposition
- Convex regularization for high-dimensional multiresponse tensor regression
- Sufficient dimension reduction and prediction in regression
- Generalised bilinear regression
- A Multilinear Singular Value Decomposition
- Tensor SVD: Statistical and Computational Limits
- On Tensors, Sparsity, and Nonnegative Factorizations
- Sparse and Low-Rank Tensor Estimation via Cubic Sketchings
- Generalized Canonical Polyadic Tensor Decomposition
- Inference and uncertainty quantification for noisy matrix completion
- Tensor Regression with Applications in Neuroimaging Data Analysis
- Bilinear Mixed-Effects Models for Dyadic Data
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