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Salman Ahmadi-Asl
Salman Ahmadi-Asl
Assistant Professor, Innopolis University
E-mail confirmado em innopolis.ru
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Ano
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
912021
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
802016
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
452012
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
362020
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
272015
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
252021
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
212019
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
192015
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
18*2023
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
182013
A new extended Padé approximation and its application
Z Kalateh Bojdi, S Ahmadi-Asl, A Aminataei
Advances in Numerical Analysis 2013 (1), 263467, 2013
172013
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
132018
Solving bilinear tensor least squares problems and application to Hammerstein identification
SAA Lars Elden
Numerical Linear Algebra with Applications, 2018
12*2018
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
122017
Solving bilinear tensor least squares problems and application to Hammerstein identification
SAA Lars Elden
Numerical Linear Algebra with Applications, 1-18, 0
12*
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
112021
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
112017
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
102023
A randomized algorithm for tensor singular value decomposition using an arbitrary number of passes
S Ahmadi-Asl, AH Phan, A Cichocki
Journal of Scientific Computing 98 (1), 23, 2024
72024
Image reconstruction using superpixel clustering and tensor completion
MG Asante-Mensah, AH Phan, S Ahmadi-Asl, Z Al Aghbari, A Cichocki
Signal Processing 212, 109158, 2023
62023
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Artigos 1–20