Randomized algorithms for computation of Tucker decomposition and higher order SVD (HOSVD) S Ahmadi-Asl, S Abukhovich, MG Asante-Mensah, A Cichocki, AH Phan, ... IEEE Access 9, 28684-28706, 2021 | 74 | 2021 |
On the Krylov subspace methods based on tensor format for positive definite Sylvester tensor equations FP Ali Beik, FS Movahed, S Ahmadi‐Asl Numerical Linear Algebra with Applications 23 (3), 444-466, 2016 | 72 | 2016 |
The general Jacobi matrix method for solving some nonlinear ordinary differential equations MR Eslahchi, M Dehghan, SA Asl Applied Mathematical Modelling 36 (8), 3387-3398, 2012 | 42 | 2012 |
Randomized algorithms for fast computation of low rank tensor ring model S Ahmadi-Asl, A Cichocki, AH Phan, MG Asante-Mensah, MM Ghazani, ... Machine Learning: Science and Technology 2 (1), 011001, 2020 | 26 | 2020 |
An Iterative algorithm for -(anti)-Hermitian least-squares solutions of quaternion matrix equations F Beik, S Ahmadi-Asl The Electronic Journal of Linear Algebra 30, 372-401, 2015 | 25 | 2015 |
Tensor networks for latent variable analysis: Higher order canonical polyadic decomposition AH Phan, A Cichocki, I Oseledets, GG Calvi, S Ahmadi-Asl, DP Mandic IEEE Transactions on Neural Networks and Learning Systems 31 (6), 2174-2188, 2019 | 20 | 2019 |
Cross tensor approximation methods for compression and dimensionality reduction S Ahmadi-Asl, CF Caiafa, A Cichocki, AH Phan, T Tanaka, I Oseledets, ... IEEE Access 9, 150809-150838, 2021 | 19 | 2021 |
A new extended Padé approximation and its application Z Kalateh Bojdi, S Ahmadi-Asl, A Aminataei Advances in Numerical Analysis 2013 (1), 263467, 2013 | 18 | 2013 |
Residual norm steepest descent based iterative algorithms for Sylvester tensor equations F Panjeh Ali Beik, S Ahmadi-Asl Journal of Mathematical Modeling 2 (2), 115-131, 2015 | 16 | 2015 |
Operational matrices with respect to Hermite polynomials and their applications in solving linear differential equations with variable coefficients BZ KALATEH, ASLS AHMADI, A Aminataei Journal of Linear and Topological Algebra 2 (2), 91-103, 2013 | 15 | 2013 |
An efficient iterative algorithm for quaternionic least-squares problems over the generalized-(anti-) bi-Hermitian matrices S Ahmadi-Asl, FPA Beik Linear and Multilinear Algebra 65 (9), 1743-1769, 2017 | 11 | 2017 |
On the iterative refinement of the solution of ill-conditioned linear system of equations FPA Beik, S Ahmadi-Asl, A Ameri International Journal of Computer Mathematics 95 (2), 427-443, 2018 | 10 | 2018 |
Iterative algorithms for least-squares solutions of a quaternion matrix equation S Ahmadi-Asl, FPA Beik Journal of Applied Mathematics and Computing 53, 95-127, 2017 | 10 | 2017 |
An efficient randomized fixed-precision algorithm for tensor singular value decomposition S Ahmadi-Asl Communications on Applied Mathematics and Computation 5 (4), 1564-1583, 2023 | 8 | 2023 |
Matrix and tensor completion using tensor ring decomposition with sparse representation MG Asante-Mensah, S Ahmadi-Asl, A Cichocki Machine Learning: Science and Technology 2 (3), 035008, 2021 | 8 | 2021 |
Cross tensor approximation for image and video completion S Ahmadi-Asl, MG Asante-Mensah, A Cichocki, AH Phan, I Oseledets, ... arXiv preprint arXiv:2207.06072, 2022 | 7 | 2022 |
Fast cross tensor approximation for image and video completion S Ahmadi-Asl, MG Asante-Mensah, A Cichocki, AH Phan, I Oseledets, ... Signal Processing 213, 109121, 2023 | 6 | 2023 |
Solving bilinear tensor least squares problems and application to Hammerstein identification SAA Lars Elden Numerical Linear Algebra with Applications, 2018 | 5* | 2018 |
The general two dimensional shifted Jacobi matrix method for solving the second order linear partial difference-differential equations with variable coefficients ZK Bojdi, S Ahmadi-Asl, A Aminataei Uni. J. App. Mat 1 (2), 142-155, 2013 | 5 | 2013 |
Solving bilinear tensor least squares problems and application to Hammerstein identification SAA Lars Elden Numerical Linear Algebra with Applications, 1-18, 0 | 5* | |