Tensor Decompositions and Their Properties (original) (raw)

Profile image of Marek JuklMarek Jukl

2023, Mathematics

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Tensor Network: Basic Definitions and Properties

Luca Tagliacozzo

Tensor Network Contractions, 2020

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Probabilistic Streaming Tensor Decomposition

Shandian Zhe

2018 IEEE International Conference on Data Mining (ICDM), 2018

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Efficient Analysis of High Dimensional Data in Tensor Formats

H. Matthies

Lecture Notes in Computational Science and Engineering, 2012

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Tensor products of matrix factorizations

Yuji Yoshino

Nagoya Mathematical Journal, 1998

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Ideal decompositions and computation of tensor normal forms

Bernd Fiedler

Séminaire Lotharingien de Combinatoire [electronic only], 2001

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Tensor Regression Using Low-Rank and Sparse Tucker Decompositions

Haroon Raja

SIAM Journal on Mathematics of Data Science, 2020

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On tensors of border rank l

Shmuel Friedland

2010

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Tensor decompositions: principles and application to food sciences

Rasmus Bro

HAL (Le Centre pour la Communication Scientifique Directe), 2019

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Graph Regularized Tensor Train Decomposition

Selin Aviyente

arXiv (Cornell University), 2019

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Decomposition in diverse dimensions

Eric Sharpe

Physical Review D, 2014

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Accelerating Sparse Tensor Decomposition Using Adaptive Linearized Representation

Jesmin Jahan Tithi

arXiv (Cornell University), 2024

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Topics on Tensor Calculus with Applications to Mechanics

Mikhail Nikabadze

Journal of Mathematical Sciences, 2017

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Introduction to Tensor Calculus for General Relativity

Pollo Rock

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Tensor products of level zero representations

Vyjayanthi Chari

arXiv (Cornell University), 2000

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Approximately algebraic tensor products

Ismail Nikoufar

Miskolc Mathematical Notes, 2015

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Novel Factorization Strategies for Higher Order Tensors: Implications for Compression and Recovery of Multi-linear Data

Misha Kilmer

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Low-Rank Approximation of Tensors

Shmuel Friedland

Springer eBooks, 2015

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Mixed Transforms Generated by Tensor Product and Applied in Data Processing

Saifuldeen Mohammed

International Journal of Computer Applications, 2013

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Tensor-Product Summation-by-Parts Operators

Pieter D Boom

55th AIAA Aerospace Sciences Meeting, 2017

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Iterated tensor voting and curvature improvement

Heiko Neumann

Signal Processing, 2007

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Spectral Tensor-Train Decomposition for low-rank surrogate models

Allan Engsig-Karup

2014

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On best rank one approximation of tensors

Shmuel Friedland

arXiv (Cornell University), 2011

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Decomposition and visualization of fourth-order elastic-plastic tensors

Boris Jeremić

2008

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Reconstruction of vector and tensor fields from sampled discrete data

P. Basser

1999

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Image classification using local tensor singular value decompositions

Misha Kilmer

2017 IEEE 7th International Workshop on Computational Advances in Multi-Sensor Adaptive Processing (CAMSAP), 2017

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Higher rank tensors in diffusion MRI

C. Vemuri

Visualization and Processing of Tensor Fields, 2006

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Visualization of Tensor Fields in Mechanics

Gerik Scheuermann

Computer Graphics Forum, 2021

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Nets as tensor theories

Vijay Gehlot

1989

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Towards compositional and generative tensor optimizations

Claude Tadonki

2017

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Tensor properties of multilevel Toeplitz and related matrices

Vadim Olshevsky

Linear Algebra and its Applications, 2006

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TEC: Tensor Ensemble Classifier for Big Data

Rejaul Karim

arXiv (Cornell University), 2021

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Use of tensor formats in elliptic eigenvalue problems

E. Tyrtyshnikov

Numerical Linear Algebra with Applications, 2011

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Revisiting the tensorJPC=2−−meson spectrum

Wendi Wijaya

Physical Review D, 2020

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Streaming Probabilistic Deep Tensor Factorization

Shandian Zhe

arXiv (Cornell University), 2021

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On affine reducible tensorial connections

Nguyen Van Tu

Periodica Mathematica Hungarica, 1975

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