Tensor Krylov subspace methods with an invertible linear transform product applied to image processing

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

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

(2018) Guangxin Huang et al.   NUMERICAL ALGORITHMS

DCT based weighted adaptive multi-linear data completion and denoising

(2018) Baburaj Madathil et al.   NEUROCOMPUTING

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

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

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

(2012) Lothar Reichel et al.   NUMERICAL ALGORITHMS

Factorization strategies for third-order tensors

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

Implementations of range restricted iterative methods for linear discrete ill-posed problems

(2010) A. Neuman et al.   LINEAR ALGEBRA AND ITS APPLICATIONS

Tensor Decompositions and Applications

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