Salman Ahmadi-Asl

According to our database, Salman Ahmadi-Asl authored at least 34 papers between 2013 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

Correction to: A Randomized Algorithm for Tensor Singular Value Decomposition Using an Arbitrary Number of Passes.

Salman Ahmadi-Asl, Anh Huy Phan, Andrzej Cichocki

J. Sci. Comput., September, 2025

Pass-efficient Randomized Algorithms for Low-rank Approximation of Quaternion Matrices.

Salman Ahmadi-Asl, Malihe Nobakht Kooshkghazi, Valentin Leplat

CoRR, July, 2025

Efficient iterative techniques for solving tensor problems with the T-product.

Malihe Nobakht Kooshkghazi, Salman Ahmadi-Asl, Hamidreza Afshin

CoRR, April, 2025

Randomized block Krylov method for approximation of truncated tensor SVD.

Malihe Nobakht Kooshkghazi, Salman Ahmadi-Asl, Andre L. F. de Almeida

CoRR, April, 2025

Nonnegative Tensor Decomposition via Collaborative Neurodynamic Optimization.

Salman Ahmadi-Asl, Valentin Leplat, Anh Huy Phan, Andrzej Cichocki

SIAM J. Sci. Comput., 2025

2024

Robust low tubal rank tensor recovery using discrete empirical interpolation method with optimized slice/feature selection.

Salman Ahmadi-Asl, Anh Huy Phan, Cesar F. Caiafa, Andrzej Cichocki

Adv. Comput. Math., April, 2024

A Randomized Algorithm for Tensor Singular Value Decomposition Using an Arbitrary Number of Passes.

Salman Ahmadi-Asl, Anh Huy Phan, Andrzej Cichocki

J. Sci. Comput., January, 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

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 algorithms for Kroncecker tensor decomposition and applications.

Salman Ahmadi-Asl, Naeim Rezaeian, Andre L. F. de Almeida, Yipeng Liu

CoRR, 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, Tohishisa Tanaka, Ivan V. Oseledets

IEEE Access, 2024

Fast Low-Rank Approximation of Matrices via Randomization with Application to Tensor Completion.

Maboud F. Kaloorazi, Salman Ahmadi-Asl, J. Chen, Susanto Rahardja

Proceedings of the IEEE International Conference on Signal Processing, 2024

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

Proceedings of the IEEE International Conference on Image Processing, 2024

2023

Fast cross tensor approximation for image and video completion.

Salman Ahmadi-Asl, Maame Gyamfua Asante-Mensah, Andrzej Cichocki, Anh-Huy Phan, Ivan V. Oseledets, Jun Wang

Signal Process., December, 2023

Image reconstruction using superpixel clustering and tensor completion.

Maame G. Asante-Mensah, Anh Huy Phan, Salman Ahmadi-Asl, Zaher Al Aghbari, Andrzej Cichocki

Signal Process., November, 2023

Attribute recognition for person re-identification using federated learning at all-in-edge.

Shini Girija, Thar Baker, Naveed Ahmed, Ahmed M. Khedr, Zaher Al Aghbari, Ashish Jha, Konstantin Sobolev, Salman Ahmadi-Asl, Anh Huy Phan

Internet Things, July, 2023

Lightweight Attribute Localizing Models for Pedestrian Attribute Recognition.

Ashish Jha, Dimitrii Ermilov, Konstantin Sobolev, Anh Huy Phan, Salman Ahmadi-Asl, Naveed Ahmed, Imran N. Junejo, Zaher Al Aghbari, Thar Baker, Ahmed Mohamed Khedr, Andrzej Cichocki

CoRR, 2023

Fast randomized algorithms for computing the generalized tensor SVD based on the tubal product.

Salman Ahmadi-Asl, Ugochukwu O. Ugwu

CoRR, 2023

Adaptive Cross Tubal Tensor Approximation.

Salman Ahmadi-Asl, Anh Huy Phan, Andrzej Cichocki, Anastasia Sozykina, Zaher Al Aghbari, Jun Wang, Ivan V. Oseledets

CoRR, 2023

A note on generalized tensor CUR approximation for tensor pairs and tensor triplets based on the tubal product.

Salman Ahmadi-Asl

CoRR, 2023

Fast Adaptive Cross Tubal Tensor Approximation.

Salman Ahmadi-Asl, Anh Huy Phan, Andrzej Cichocki, Ashish Jha, Anastasia Sozykina, Jun Wang, Ivan V. Oseledets

Proceedings of the IEEE Statistical Signal Processing Workshop, 2023

2022

A Randomized Algorithm for Tensor Singular Value Decomposition Using an Arbitrary Number of Passes.

Salman Ahmadi-Asl

CoRR, 2022

An Efficient Randomized Fixed-Precision Algorithm for Tensor Singular Value Decomposition.

Salman Ahmadi-Asl

CoRR, 2022

Cross Tensor Approximation for Image and Video Completion.

Salman Ahmadi-Asl, Maame Gyamfua Asante-Mensah, Andrzej Cichocki, Anh Huy Phan, Ivan V. Oseledets, Jun Wang

CoRR, 2022

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

Randomized algorithms for fast computation of low rank tensor ring model.

Salman Ahmadi-Asl, Andrzej Cichocki, Anh Huy Phan, Maame G. Asante-Mensah, Mirfarid Musavian Ghazani, Toshihisa Tanaka, Ivan V. Oseledets

Mach. Learn. Sci. Technol., 2021

Cross Tensor Approximation Methods for Compression and Dimensionality Reduction.

Salman Ahmadi-Asl, Cesar F. Caiafa, Andrzej Cichocki, Anh Huy Phan, Toshihisa Tanaka, Ivan V. Oseledets, Jun Wang

IEEE Access, 2021

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, Toshihisa Tanaka, Ivan V. Oseledets

IEEE Access, 2021

2020

Tensor Networks for Latent Variable Analysis: Higher Order Canonical Polyadic Decomposition.

Anh-Huy Phan, 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, Andrzej Cichocki, Anh Huy Phan, Ivan V. Oseledets, Stanislav Abukhovich, Toshihisa Tanaka

CoRR, 2020

2019

Solving bilinear tensor least squares problems and application to Hammerstein identification.

Lars Eldén, Salman Ahmadi-Asl

Numer. Linear Algebra Appl., 2019

2018

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

2016

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

2013

A New Extended Padé Approximation and Its Application.

Z. Kalateh Bojdi, Salman Ahmadi-Asl, Azim Aminataei

Adv. Numer. Anal., 2013