Tensor Regression

Mapping Intimacies ◽

10.1007/978-3-030-74386-4_7 ◽

2021 ◽

pp. 163-198

Author(s):

Yipeng Liu ◽

Jiani Liu ◽

Zhen Long ◽

Ce Zhu

Keyword(s):

Tensor Regression

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Multi-block tensor regression for quality prediction and root cause analysis in the production of active pharmaceutical ingredients

IFAC-PapersOnLine ◽

10.1016/j.ifacol.2020.12.672 ◽

2020 ◽

Vol 53 (2) ◽

pp. 11722-11728

Author(s):

Carlos André Munoz Lopez ◽

Maité Lenaerts ◽

Kristin Peeters ◽

Jan Van Impe

Keyword(s):

Root Cause Analysis ◽

Quality Prediction ◽

Active Pharmaceutical Ingredients ◽

Cause Analysis ◽

Pharmaceutical Ingredients ◽

Tensor Regression

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High-Dimensional Uncertainty Quantification via Active and Rank-Adaptive Tensor Regression

2020 IEEE 29th Conference on Electrical Performance of Electronic Packaging and Systems (EPEPS) ◽

10.1109/epeps48591.2020.9231388 ◽

2020 ◽

Author(s):

Zichang He ◽

Zheng Zhang

Keyword(s):

Uncertainty Quantification ◽

High Dimensional ◽

Tensor Regression

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Sparse regularized low-rank tensor regression with applications in genomic data analysis

Pattern Recognition ◽

10.1016/j.patcog.2020.107516 ◽

2020 ◽

Vol 107 ◽

pp. 107516

Author(s):

Le Ou-Yang ◽

Xiao-Fei Zhang ◽

Hong Yan

Keyword(s):

Data Analysis ◽

Genomic Data ◽

Low Rank ◽

Rank Tensor ◽

Genomic Data Analysis ◽

Tensor Regression

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Tensor-on-Tensor Regression

Journal of Computational and Graphical Statistics ◽

10.1080/10618600.2017.1401544 ◽

2018 ◽

Vol 27 (3) ◽

pp. 638-647 ◽

Author(s):

Eric F. Lock

Keyword(s):

Tensor Regression

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Tensor Regression Using Low-Rank and Sparse Tucker Decompositions

SIAM Journal on Mathematics of Data Science ◽

10.1137/19m1299335 ◽

2020 ◽

Vol 2 (4) ◽

pp. 944-966

Author(s):

Talal Ahmed ◽

Haroon Raja ◽

Waheed U. Bajwa

Keyword(s):

Low Rank ◽

Tensor Regression

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TRES: An R Package for Tensor Regression and Envelope Algorithms

Journal of Statistical Software ◽

10.18637/jss.v099.i12 ◽

2021 ◽

Vol 99 (12) ◽

Author(s):

Jing Zeng ◽

Wenjing Wang ◽

Xin Zhang

Keyword(s):

R Package ◽

Tensor Regression

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Tensor Regression

Foundations and Trends® in Machine Learning ◽

10.1561/2200000087 ◽

2021 ◽

Vol 14 (4) ◽

pp. 379-565

Author(s):

Jiani Liu ◽

Ce Zhu ◽

Zhen Long ◽

Yipeng Liu

Keyword(s):

Tensor Regression

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A Computationally Efficient Tensor Regression Network based Modeling Attack on XOR Arbiter PUF and its Variants

IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems ◽

10.1109/tcad.2020.3032624 ◽

2020 ◽

pp. 1-1

Author(s):

Pranesh Santikellur ◽

Rajat Subhra Chakraborty

Keyword(s):

Computationally Efficient ◽

Arbiter Puf ◽

Tensor Regression

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Tensor Regression with Applications in Neuroimaging Data Analysis

Journal of the American Statistical Association ◽

10.1080/01621459.2013.776499 ◽

2013 ◽

Vol 108 (502) ◽

pp. 540-552 ◽

Author(s):

Hua Zhou ◽

Lexin Li ◽

Hongtu Zhu

Keyword(s):

Data Analysis ◽

Neuroimaging Data ◽

Tensor Regression

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Tensor regression for LTI subspace identification: free parametrizations**This work is funded and supported by the Design for Reliable Power Performance (D4REL) program, project code P91202.

IFAC-PapersOnLine ◽

10.1016/j.ifacol.2015.12.246 ◽

2015 ◽

Vol 48 (28) ◽

pp. 909-914

Author(s):

Bilal Gunes ◽

Jan-Willem van Wingerden ◽

Michel Verhaegen

Keyword(s):

Subspace Identification ◽

Power Performance ◽

Tensor Regression

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