A New Extended Padé Approximation and Its Application. - Z. Kalateh Bojdi; Salman Ahmadi-Asl; Azim Aminataei (Adv. Numer. Anal., 2013)

On the Krylov subspace methods based on tensor format for positive definite Sylvester tensor equations. - Fatemeh Panjeh Ali Beik; Farid Saberi Movahed; Salman Ahmadi-Asl (Numer. Linear Algebra Appl., 2016)

On the iterative refinement of the solution of ill-conditioned linear system of equations. - Fatemeh Panjeh Ali Beik; Salman Ahmadi-Asl; Arezo Ameri (Int. J. Comput. Math., 2018)

Solving bilinear tensor least squares problems and application to Hammerstein identification. - Lars Eldén; Salman Ahmadi-Asl (Numer. Linear Algebra Appl., 2019)

Randomized Algorithms for Computation of Tucker decomposition and Higher Order SVD (HOSVD). - Salman Ahmadi-Asl; Andrzej Cichocki; Anh Huy Phan 001; Ivan V. Oseledets; Stanislav Abukhovich; Toshihisa Tanaka 001 (CoRR, 2020)

Tensor Networks for Latent Variable Analysis: Higher Order Canonical Polyadic Decomposition. - Anh-Huy Phan 001; Andrzej Cichocki; Ivan V. Oseledets; Giuseppe Giovanni Calvi; Salman Ahmadi-Asl; Danilo P. Mandic (IEEE Trans. Neural Networks Learn. Syst., 2020)

Randomized Algorithms for Computation of Tucker Decomposition and Higher Order SVD (HOSVD). - Salman Ahmadi-Asl; Stanislav Abukhovich; Maame G. Asante-Mensah; Andrzej Cichocki; Anh-Huy Phan 001; Toshihisa Tanaka 001; Ivan V. Oseledets (IEEE Access, 2021)

Cross Tensor Approximation Methods for Compression and Dimensionality Reduction. - Salman Ahmadi-Asl; Cesar F. Caiafa; Andrzej Cichocki; Anh Huy Phan 001; Toshihisa Tanaka 001; Ivan V. Oseledets; Jun Wang 002 (IEEE Access, 2021)

Randomized algorithms for fast computation of low rank tensor ring model. - Salman Ahmadi-Asl; Andrzej Cichocki; Anh Huy Phan 001; Maame G. Asante-Mensah; Mirfarid Musavian Ghazani; Toshihisa Tanaka 001; Ivan V. Oseledets (Mach. Learn. Sci. Technol., 2021)

Matrix and tensor completion using tensor ring decomposition with sparse representation. - Maame G. Asante-Mensah; Salman Ahmadi-Asl; Andrzej Cichocki (Mach. Learn. Sci. Technol., 2021)

Cross Tensor Approximation for Image and Video Completion. - Salman Ahmadi-Asl; Maame Gyamfua Asante-Mensah; Andrzej Cichocki; Anh Huy Phan 001; Ivan V. Oseledets; Jun Wang 002 (CoRR, 2022)

An Efficient Randomized Fixed-Precision Algorithm for Tensor Singular Value Decomposition. - Salman Ahmadi-Asl (CoRR, 2022)

A Randomized Algorithm for Tensor Singular Value Decomposition Using an Arbitrary Number of Passes. - Salman Ahmadi-Asl (CoRR, 2022)

Fast Adaptive Cross Tubal Tensor Approximation. - Salman Ahmadi-Asl; Anh Huy Phan 001; Andrzej Cichocki; Ashish Jha; Anastasia Sozykina; Jun Wang 002; Ivan V. Oseledets (SSP, 2023)

A note on generalized tensor CUR approximation for tensor pairs and tensor triplets based on the tubal product. - Salman Ahmadi-Asl (CoRR, 2023)

Adaptive Cross Tubal Tensor Approximation. - Salman Ahmadi-Asl; Anh Huy Phan 001; Andrzej Cichocki; Anastasia Sozykina; Zaher Al Aghbari; Jun Wang 002; Ivan V. Oseledets (CoRR, 2023)

Fast randomized algorithms for computing the generalized tensor SVD based on the tubal product. - Salman Ahmadi-Asl; Ugochukwu O. Ugwu (CoRR, 2023)

Lightweight Attribute Localizing Models for Pedestrian Attribute Recognition. - Ashish Jha; Dimitrii Ermilov; Konstantin Sobolev; Anh Huy Phan 001; Salman Ahmadi-Asl; Naveed Ahmed 001; Imran N. Junejo; Zaher Al Aghbari; Thar Baker; Ahmed Mohamed Khedr; Andrzej Cichocki (CoRR, 2023)

Attribute recognition for person re-identification using federated learning at all-in-edge. - Shini Girija; Thar Baker; Naveed Ahmed 001; Ahmed M. Khedr; Zaher Al Aghbari; Ashish Jha; Konstantin Sobolev; Salman Ahmadi-Asl; Anh Huy Phan 001 (Internet Things, 2023)

Image reconstruction using superpixel clustering and tensor completion. - Maame G. Asante-Mensah; Anh Huy Phan 001; Salman Ahmadi-Asl; Zaher Al Aghbari; Andrzej Cichocki (Signal Process., 2023)

Fast cross tensor approximation for image and video completion. - Salman Ahmadi-Asl; Maame Gyamfua Asante-Mensah; Andrzej Cichocki; Anh-Huy Phan 001; Ivan V. Oseledets; Jun Wang 002 (Signal Process., 2023)

Low-Rank Matrix and Tensor Decomposition Using Randomized Two-Sided Subspace Iteration With Application to Video Reconstruction. - Maboud F. Kaloorazi; Salman Ahmadi-Asl; Susanto Rahardja (ICIP, 2024)

Fast Low-Rank Approximation of Matrices via Randomization with Application to Tensor Completion. - Maboud F. Kaloorazi; Salman Ahmadi-Asl; J. Chen; Susanto Rahardja (ICSPCC, 2024)

Corrections to "Randomized Algorithms for Computation of Tucker Decomposition and Higher Order SVD (HOSVD)". - Salman Ahmadi-Asl; Stanislav Abukhovich; Maame G. Asante-Mensah; Andrzej Cichocki; Anh Huy Phan 001; Tohishisa Tanaka; Ivan V. Oseledets (IEEE Access, 2024)

Randomized algorithms for Kroncecker tensor decomposition and applications. - Salman Ahmadi-Asl; Naeim Rezaeian; Andre L. F. de Almeida; Yipeng Liu (CoRR, 2024)

Efficient Algorithms for Low Tubal Rank Tensor Approximation with Applications to Image Compression, Super-Resolution and Deep Learning. - Salman Ahmadi-Asl; Naeim Rezaeian; Cesar F. Caiafa; Andre L. F. de Almeida (CoRR, 2024)

Randomized two-sided subspace iteration for low-rank matrix and tensor decomposition. - Maboud F. Kaloorazi; Salman Ahmadi-Asl; Susanto Rahardja (Digit. Signal Process., 2024)

A Randomized Algorithm for Tensor Singular Value Decomposition Using an Arbitrary Number of Passes. - Salman Ahmadi-Asl; Anh Huy Phan 001; Andrzej Cichocki (J. Sci. Comput., 2024)

Robust low tubal rank tensor recovery using discrete empirical interpolation method with optimized slice/feature selection. - Salman Ahmadi-Asl; Anh Huy Phan 001; Cesar F. Caiafa; Andrzej Cichocki (Adv. Comput. Math., 2024)

Nonnegative Tensor Decomposition via Collaborative Neurodynamic Optimization. - Salman Ahmadi-Asl; Valentin Leplat; Anh Huy Phan 001; Andrzej Cichocki (SIAM J. Sci. Comput., 2025)

Randomized block Krylov method for approximation of truncated tensor SVD. - Malihe Nobakht Kooshkghazi; Salman Ahmadi-Asl; Andre L. F. de Almeida (CoRR, 2025)

Efficient iterative techniques for solving tensor problems with the T-product. - Malihe Nobakht Kooshkghazi; Salman Ahmadi-Asl; Hamidreza Afshin (CoRR, 2025)

Pass-efficient Randomized Algorithms for Low-rank Approximation of Quaternion Matrices. - Salman Ahmadi-Asl; Malihe Nobakht Kooshkghazi; Valentin Leplat (CoRR, 2025)

Correction to: A Randomized Algorithm for Tensor Singular Value Decomposition Using an Arbitrary Number of Passes. - Salman Ahmadi-Asl; Anh Huy Phan 001; Andrzej Cichocki (J. Sci. Comput., 2025)