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Tensor Algebras in Finite Tensor Categories
Published 2021“…We work within the broader framework of finite (multi-)tensor categories $\mathcal{C}$, classifying tensor algebras in $\mathcal{C}$ in terms of $\mathcal{C}$-module categories. …”
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A New Model for Tensor Completion: Smooth Convolutional Tensor Factorization
Published 2023-01-01Subjects: “…Tensor completion…”
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Low-Rank Tensor Completion by Sum of Tensor Nuclear Norm Minimization
Published 2019-01-01Subjects: Get full text
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Fast and Accurate Tensor Completion with Total Variation Regularized Tensor Trains
Published 2021“…We propose a new tensor completion method based on tensor trains. The to-be-completed tensor is modeled as a low-rank tensor train, where we use the known tensor entries and their coordinates to update the tensor train. …”
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Invariant perfect tensors
Published 2017-01-01Subjects: “…perfect invariant tensor…”
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Hidden Tensor Structures
Published 2024-02-01Subjects: “…tensor product structures…”
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VARIETIES OF SIGNATURE TENSORS
Published 2019-01-01“…We introduce varieties of signature tensors for both deterministic paths and random paths. …”
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Tensor Decompositions and Their Properties
Published 2023-08-01Subjects: “…tensor…”
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Tensor z-Transform
Published 2024-01-01“…Our proposed new tensor z-transform in this work can be applied to design digital tensor filters including infinite-impulse-response (IIR) tensor filters (involving global feedback mechanisms) and finite-impulse-response (FIR) tensor filters. …”
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Spherical-harmonic tensors
Published 2020-10-01“…The connection between spherical harmonics and symmetric tensors is explored. For each spherical harmonic, a corresponding traceless symmetric tensor is constructed. …”
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The tensor algebra compiler
Published 2021“…<jats:p>Tensor algebra is a powerful tool with applications in machine learning, data analytics, engineering and the physical sciences. …”
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Examples on the Non-Uniqueness of the Rank 1 Tensor Decomposition of Rank 4 Tensors
Published 2022-09-01Subjects: “…tensor rank…”
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Tensor Conjugate-Gradient methods for tensor linear discrete ill-posed problems
Published 2023-09-01“…This paper presents three types of tensor Conjugate-Gradient (tCG) methods for solving large-scale linear discrete ill-posed problems based on the t-product between third-order tensors. …”
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Causal structure in the scalar–tensor theory with field derivative coupling to the Einstein tensor
Published 2015-04-01“…We investigate the causal structure in the scalar–tensor theory with the field derivative coupling to the Einstein tensor, which is a class of the Horndeski theory in the four-dimensional spacetime. …”
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Overview of Tensor-Based Cooperative MIMO Communication Systems—Part 1: Tensor Modeling
Published 2023-08-01Subjects: Get full text
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A Non-Local Tensor Completion Algorithm Based on Weighted Tensor Nuclear Norm
Published 2022-10-01Subjects: Get full text
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Full tensor registration of diffusion tensor magnetic resonance imaging for assessment of cardiac pathologies
Published 2012-02-01Article -
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Tensor Calculus in Digital Colorimetry
Published 2022-10-01“…The transition from the covariance hypercube to high-dimensional matrices and tensors of the first, second and higher ranks provides the prospect of optimizing the color parameters of a digital image by the criterion of information entropy.Tensor calculus provides opportunities for expanding the dynamic range in color measurements describing multidimensional vector fields and quantized spaces with indexing tensors and decomposing them into matrices of low orders.The proposed complex approach based on tensor calculus. …”
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