most citedTensor GMRES and Golub-Kahan Bidiagonalization methods via the Einstein product with applications to image and video processing

11 citations · 11 across the 3 of their papers we have counts for

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math.NA2024

On the invertibility of matrices with a double saddle-point structure

Fatemeh P. A. Beik, Chen Greif, Manfred Trummer

We establish necessary and sufficient conditions for invertibility of symmetric three-by-three block matrices having a double saddle-point structure \fb{that guarantee the unique s…

math.NA20231 cited

An augmented Lagrangian-based preconditioning technique for a class of block three-by-three linear systems

Fatemeh P. A. Beik, Michele Benzi

We propose an augmented Lagrangian-based preconditioner to accelerate the convergence of Krylov subspace methods applied to linear systems of equations with a block three-by-three…

math.NA2023

On the tubular eigenvalues of third-order tensors

Fatemeh P. A. Beik, Yousef Saad

This paper introduces the notion of tubular eigenvalues of third-order tensors with respect to T-products of tensors and analyzes their properties. A focus of the paper is to discu…

math.NA2023

Accelerating iterative solvers via a two-dimensional minimum residual technique

Fatemeh P. A. Beik, Michele Benzi, Mehdi Najafi-Kalyani

This paper deals with speeding up the convergence of a class of two-step iterative methods for solving linear systems of equations. To implement the acceleration technique, the res…

math.NA202011 cited

Tensor GMRES and Golub-Kahan Bidiagonalization methods via the Einstein product with applications to image and video processing

M. El Guide, A. El Ichi, F. P. A Beik +1

In the present paper, we are interested in developing iterative Krylov subspace methods in tensor structure to solve a class of multilinear systems via Einstein product. In particu…

math.NA2020

Tensor extrapolation methods with applications

F. P. A. Beik, A. El Ichi, K. Jbilou +1

In this paper, we mainly develop the well-known vector and matrix polynomial extrapolation methods in tensor framework. To this end, some new products between tensors are defined a…