The tensor Golub–Kahan–Tikhonov method applied to the solution of ill‐posed problems with a t‐product structure

On tensor GMRES and Golub-Kahan methods via the T-product for color image processing

(2021) Mohamed El Guide et al.   Electronic Journal of Linear Algebra

Iterative Tikhonov regularization of tensor equations based on the Arnoldi process and some of its generalizations

(2020) Fatemeh Panjeh Ali Beik et al.   APPLIED NUMERICAL MATHEMATICS

Golub–Kahan bidiagonalization for ill-conditioned tensor equations with applications

(2020) Fatemeh P. A. Beik et al.   NUMERICAL ALGORITHMS

Tensor Global Extrapolation Methods Using the n-Mode and the Einstein Products

(2020) Alaa El Ichi et al.   Mathematics

A study on T-eigenvalues of third-order tensors

(2020) Wei-hui Liu et al.   LINEAR ALGEBRA AND ITS APPLICATIONS

Generalized singular value decomposition with iterated Tikhonov regularization

(2019) Alessandro Buccini et al.   JOURNAL OF COMPUTATIONAL AND APPLIED MATHEMATICS

Solution methods for linear discrete ill-posed problems for color image restoration

(2018) A. H. Bentbib et al.   BIT NUMERICAL MATHEMATICS

On the choice of subspace for large-scale Tikhonov regularization problems in general form

(2018) Guangxin Huang et al.   NUMERICAL ALGORITHMS

Regularization matrices for discrete ill-posed problems in several space dimensions

(2018) Laura Dykes et al.   NUMERICAL LINEAR ALGEBRA WITH APPLICATIONS

Global Golub–Kahan bidiagonalization applied to large discrete ill-posed problems

(2017) A.H. Bentbib et al.   JOURNAL OF COMPUTATIONAL AND APPLIED MATHEMATICS

A tensor-based dictionary learning approach to tomographic image reconstruction

(2016) Sara Soltani et al.   BIT NUMERICAL MATHEMATICS

GCV for Tikhonov regularization via global Golub-Kahan decomposition

(2016) Caterina Fenu et al.   NUMERICAL LINEAR ALGEBRA WITH APPLICATIONS

Tensor–tensor products with invertible linear transforms

(2015) Eric Kernfeld et al.   LINEAR ALGEBRA AND ITS APPLICATIONS

Square smoothing regularization matrices with accurate boundary conditions

(2013) M. Donatelli et al.   JOURNAL OF COMPUTATIONAL AND APPLIED MATHEMATICS

Facial Recognition Using Tensor-Tensor Decompositions

(2013) Ning Hao et al.   SIAM Journal on Imaging Sciences

Third-Order Tensors as Operators on Matrices: A Theoretical and Computational Framework with Applications in Imaging

(2013) Misha E. Kilmer et al.   SIAM JOURNAL ON MATRIX ANALYSIS AND APPLICATIONS

An Order-$p$ Tensor Factorization with Applications in Imaging

(2013) Carla D. Martin et al.   SIAM JOURNAL ON SCIENTIFIC COMPUTING

Old and new parameter choice rules for discrete ill-posed problems

(2012) Lothar Reichel et al.   NUMERICAL ALGORITHMS

Third-Order Tensors as Linear Operators on a Space of Matrices

(2010) Karen Braman   LINEAR ALGEBRA AND ITS APPLICATIONS

Factorization strategies for third-order tensors

(2010) Misha E. Kilmer et al.   LINEAR ALGEBRA AND ITS APPLICATIONS

Tensor Decompositions and Applications

(2009) Tamara G. Kolda et al.   SIAM REVIEW

A new zero-finder for Tikhonov regularization

(2008) Lothar Reichel et al.   BIT NUMERICAL MATHEMATICS